├── .github ├── .gitattributes ├── CODE_OF_CONDUCT.md ├── ISSUE_TEMPLATE │ ├── 01_suggest-project.md │ ├── 02_update-project.md │ ├── 03_update-category.md │ ├── 04_change-configuration.md │ └── 05_anything-else.md ├── PULL_REQUEST_TEMPLATE.md ├── labels.yml └── workflows │ └── update-best-of-list.yml ├── .gitignore ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── config ├── footer.md └── header.md ├── history ├── 2021-01-12_changes.md ├── 2021-01-12_projects.csv ├── 2021-01-16_changes.md ├── 2021-01-16_projects.csv ├── 2021-01-21_changes.md ├── 2021-01-21_projects.csv ├── 2021-01-28_changes.md ├── 2021-01-28_projects.csv ├── 2021-02-04_changes.md ├── 2021-02-04_projects.csv ├── 2021-02-18_changes.md ├── 2021-02-18_projects.csv ├── 2021-02-25_changes.md ├── 2021-02-25_projects.csv ├── 2021-03-04_changes.md ├── 2021-03-04_projects.csv ├── 2021-03-11_changes.md ├── 2021-03-11_projects.csv ├── 2021-04-01_changes.md ├── 2021-04-01_projects.csv ├── 2021-04-08_changes.md ├── 2021-04-08_projects.csv ├── 2021-04-15_changes.md ├── 2021-04-15_projects.csv ├── 2021-04-22_changes.md ├── 2021-04-22_projects.csv ├── 2021-04-29_changes.md ├── 2021-04-29_projects.csv ├── 2021-05-13_changes.md ├── 2021-05-13_projects.csv ├── 2021-06-03_changes.md ├── 2021-06-03_projects.csv ├── 2021-06-24_changes.md ├── 2021-06-24_projects.csv ├── 2021-07-01_changes.md ├── 2021-07-01_projects.csv ├── 2021-07-08_changes.md ├── 2021-07-08_projects.csv ├── 2021-07-15_changes.md ├── 2021-07-15_projects.csv ├── 2021-08-26_changes.md ├── 2021-08-26_projects.csv ├── 2021-11-17_changes.md ├── 2021-11-17_projects.csv ├── 2021-11-25_changes.md ├── 2021-11-25_projects.csv ├── 2021-12-02_changes.md ├── 2021-12-02_projects.csv ├── 2021-12-16_changes.md ├── 2021-12-16_projects.csv ├── 2021-12-23_changes.md ├── 2021-12-23_projects.csv ├── 2021-12-30_changes.md ├── 2021-12-30_projects.csv ├── 2022-01-06_changes.md ├── 2022-01-06_projects.csv ├── 2022-01-08_changes.md ├── 2022-01-08_projects.csv ├── 2022-01-13_changes.md ├── 2022-01-13_projects.csv ├── 2022-01-17_changes.md ├── 2022-01-17_projects.csv ├── 2022-01-20_changes.md ├── 2022-01-20_projects.csv ├── 2022-01-27_changes.md ├── 2022-01-27_projects.csv ├── 2022-02-10_changes.md ├── 2022-02-10_projects.csv ├── 2022-02-17_changes.md ├── 2022-02-17_projects.csv ├── 2022-04-14_changes.md ├── 2022-04-14_projects.csv ├── 2022-04-21_changes.md ├── 2022-04-21_projects.csv ├── 2022-04-28_changes.md ├── 2022-04-28_projects.csv ├── 2022-04-29_changes.md ├── 2022-04-29_projects.csv ├── 2022-05-05_changes.md ├── 2022-05-05_projects.csv ├── 2022-05-12_changes.md ├── 2022-05-12_projects.csv ├── 2022-05-19_changes.md ├── 2022-05-19_projects.csv ├── 2022-05-26_changes.md ├── 2022-05-26_projects.csv ├── 2022-06-02_changes.md ├── 2022-06-02_projects.csv ├── 2022-06-09_changes.md ├── 2022-06-09_projects.csv ├── 2022-06-16_changes.md ├── 2022-06-16_projects.csv ├── 2022-06-19_changes.md ├── 2022-06-19_projects.csv ├── 2022-06-23_changes.md ├── 2022-06-23_projects.csv ├── 2022-06-30_changes.md ├── 2022-06-30_projects.csv ├── 2022-07-07_changes.md ├── 2022-07-07_projects.csv ├── 2022-07-14_changes.md ├── 2022-07-14_projects.csv ├── 2022-07-21_changes.md ├── 2022-07-21_projects.csv ├── 2022-07-28_changes.md ├── 2022-07-28_projects.csv ├── 2022-08-04_changes.md ├── 2022-08-04_projects.csv ├── 2022-08-11_changes.md ├── 2022-08-11_projects.csv ├── 2022-08-18_changes.md ├── 2022-08-18_projects.csv ├── 2022-08-25_changes.md ├── 2022-08-25_projects.csv ├── 2022-09-01_changes.md ├── 2022-09-01_projects.csv ├── 2022-09-08_changes.md ├── 2022-09-08_projects.csv ├── 2022-09-15_changes.md ├── 2022-09-15_projects.csv ├── 2022-09-22_changes.md ├── 2022-09-22_projects.csv ├── 2022-09-29_changes.md ├── 2022-09-29_projects.csv ├── 2022-10-06_changes.md ├── 2022-10-06_projects.csv ├── 2022-10-13_changes.md ├── 2022-10-13_projects.csv ├── 2022-10-20_changes.md ├── 2022-10-20_projects.csv ├── 2022-10-27_changes.md ├── 2022-10-27_projects.csv ├── 2022-11-10_changes.md ├── 2022-11-10_projects.csv ├── 2022-11-17_changes.md ├── 2022-11-17_projects.csv ├── 2022-11-24_changes.md ├── 2022-11-24_projects.csv ├── 2022-12-01_changes.md ├── 2022-12-01_projects.csv ├── 2022-12-08_changes.md ├── 2022-12-08_projects.csv ├── 2022-12-15_changes.md ├── 2022-12-15_projects.csv ├── 2022-12-29_changes.md ├── 2022-12-29_projects.csv ├── 2023-01-05_changes.md ├── 2023-01-05_projects.csv ├── 2023-01-12_changes.md ├── 2023-01-12_projects.csv ├── 2023-01-19_changes.md ├── 2023-01-19_projects.csv ├── 2023-01-26_changes.md ├── 2023-01-26_projects.csv ├── 2023-02-02_changes.md ├── 2023-02-02_projects.csv ├── 2023-02-09_changes.md ├── 2023-02-09_projects.csv ├── 2023-02-16_changes.md ├── 2023-02-16_projects.csv ├── 2023-02-23_changes.md ├── 2023-02-23_projects.csv ├── 2023-03-02_changes.md ├── 2023-03-02_projects.csv ├── 2023-03-09_changes.md ├── 2023-03-09_projects.csv ├── 2023-03-16_changes.md ├── 2023-03-16_projects.csv ├── 2023-03-23_changes.md ├── 2023-03-23_projects.csv ├── 2023-03-30_changes.md ├── 2023-03-30_projects.csv ├── 2023-04-06_changes.md ├── 2023-04-06_projects.csv ├── 2023-04-13_changes.md ├── 2023-04-13_projects.csv ├── 2023-04-20_changes.md ├── 2023-04-20_projects.csv ├── 2023-04-27_changes.md ├── 2023-04-27_projects.csv ├── 2023-05-04_changes.md ├── 2023-05-04_projects.csv ├── 2023-05-11_changes.md ├── 2023-05-11_projects.csv ├── 2023-05-18_changes.md ├── 2023-05-18_projects.csv ├── 2023-05-25_changes.md ├── 2023-05-25_projects.csv ├── 2023-06-01_changes.md ├── 2023-06-01_projects.csv ├── 2023-06-08_changes.md ├── 2023-06-08_projects.csv ├── 2023-06-15_changes.md ├── 2023-06-15_projects.csv ├── 2023-06-22_changes.md ├── 2023-06-22_projects.csv ├── 2023-06-29_changes.md ├── 2023-06-29_projects.csv ├── 2023-07-06_changes.md ├── 2023-07-06_projects.csv ├── 2023-07-13_changes.md ├── 2023-07-13_projects.csv ├── 2023-07-20_changes.md ├── 2023-07-20_projects.csv ├── 2023-07-27_changes.md ├── 2023-07-27_projects.csv ├── 2023-08-03_changes.md ├── 2023-08-03_projects.csv ├── 2023-08-10_changes.md ├── 2023-08-10_projects.csv ├── 2023-08-17_changes.md ├── 2023-08-17_projects.csv ├── 2023-08-24_changes.md ├── 2023-08-24_projects.csv ├── 2023-08-31_changes.md ├── 2023-08-31_projects.csv ├── 2023-09-07_changes.md ├── 2023-09-07_projects.csv ├── 2023-09-14_changes.md ├── 2023-09-14_projects.csv ├── 2023-09-21_changes.md ├── 2023-09-21_projects.csv ├── 2023-09-28_changes.md ├── 2023-09-28_projects.csv ├── 2023-10-05_changes.md ├── 2023-10-05_projects.csv ├── 2023-10-12_changes.md ├── 2023-10-12_projects.csv ├── 2023-10-19_changes.md ├── 2023-10-19_projects.csv ├── 2023-10-26_changes.md ├── 2023-10-26_projects.csv ├── 2023-11-02_changes.md ├── 2023-11-02_projects.csv ├── 2023-11-09_changes.md ├── 2023-11-09_projects.csv ├── 2023-11-16_changes.md ├── 2023-11-16_projects.csv ├── 2023-11-23_changes.md ├── 2023-11-23_projects.csv ├── 2023-11-30_changes.md ├── 2023-11-30_projects.csv ├── 2023-12-07_changes.md ├── 2023-12-07_projects.csv ├── 2023-12-14_changes.md ├── 2023-12-14_projects.csv ├── 2023-12-21_changes.md ├── 2023-12-21_projects.csv ├── 2023-12-28_changes.md ├── 2023-12-28_projects.csv ├── 2024-01-04_changes.md ├── 2024-01-04_projects.csv ├── 2024-01-11_changes.md ├── 2024-01-11_projects.csv ├── 2024-01-18_changes.md ├── 2024-01-18_projects.csv ├── 2024-01-25_changes.md ├── 2024-01-25_projects.csv ├── 2024-02-01_changes.md ├── 2024-02-01_projects.csv ├── 2024-02-08_changes.md ├── 2024-02-08_projects.csv ├── 2024-02-15_changes.md ├── 2024-02-15_projects.csv ├── 2024-02-22_changes.md ├── 2024-02-22_projects.csv ├── 2024-02-29_changes.md ├── 2024-02-29_projects.csv ├── 2024-03-07_changes.md ├── 2024-03-07_projects.csv ├── 2024-03-14_changes.md ├── 2024-03-14_projects.csv ├── 2024-03-21_changes.md ├── 2024-03-21_projects.csv ├── 2024-03-28_changes.md ├── 2024-03-28_projects.csv ├── 2024-04-04_changes.md ├── 2024-04-04_projects.csv ├── 2024-04-11_changes.md ├── 2024-04-11_projects.csv ├── 2024-04-18_changes.md ├── 2024-04-18_projects.csv ├── 2024-04-25_changes.md ├── 2024-04-25_projects.csv ├── 2024-05-02_changes.md ├── 2024-05-02_projects.csv ├── 2024-05-09_changes.md ├── 2024-05-09_projects.csv ├── 2024-05-16_changes.md ├── 2024-05-16_projects.csv ├── 2024-05-23_changes.md ├── 2024-05-23_projects.csv ├── 2024-05-30_changes.md ├── 2024-05-30_projects.csv ├── 2024-06-06_changes.md └── 2024-06-06_projects.csv ├── latest-changes.md └── projects.yaml /.github/.gitattributes: -------------------------------------------------------------------------------- 1 | * linguist-language=Python 2 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/01_suggest-project.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: "📦 Suggest a project" 3 | about: "Do you like to suggest a project that hasn't been added to this best-of list yet?" 4 | title: 'Add project: ' 5 | labels: 'add-project' 6 | assignees: '' 7 | 8 | --- 9 | 10 | 13 | 14 | **Project details:** 15 | 16 | 17 | - Project Name: 18 | - Github URL: 19 | - Category: 20 | - License: 21 | - Package Managers: 22 | 23 | **Additional context:** 24 | 25 | 26 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/02_update-project.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: "✏️ Update a project" 3 | about: Do you have changes for a project, e.g. missing package manager, wrong license or category? 4 | title: 'Update project: ' 5 | labels: 'update-project' 6 | assignees: '' 7 | 8 | --- 9 | 10 | **Update details:** 11 | 12 | 15 | 16 | - Project Name: 17 | 18 | 19 | 20 | **Additional context:** 21 | 22 | 23 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/03_update-category.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: "🏷 Add or update a category" 3 | about: Do you like to suggest a new project category or update an existing one? 4 | title: '' 5 | labels: 'category' 6 | assignees: '' 7 | 8 | --- 9 | 10 | 13 | 14 | - [ ] Add category 15 | - [ ] Update category: 16 | 17 | **Category details:** 18 | 19 | 22 | 23 | - Category Title: 24 | - Category Subtitle: 25 | 26 | **Additional context:** 27 | 28 | 29 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/04_change-configuration.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: "⚙️ Change configuration" 3 | about: Do you have a suggestion for changing the configuration, e.g. allow additional licenses or adjust minimal stars? 4 | title: '' 5 | labels: 'configuration' 6 | assignees: '' 7 | 8 | --- 9 | 10 | **Configuration Change:** 11 | 12 | 13 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/05_anything-else.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: "\U0001F4AC Anything else?" 3 | about: For questions or suggestions regarding the metadata collection or markdown generation, please refer to the best-of-lists/best-of-generator repository. 4 | title: '' 5 | labels: 'question' 6 | assignees: '' 7 | 8 | --- 9 | 10 | 13 | 14 | **Describe the issue:** 15 | 16 | 17 | -------------------------------------------------------------------------------- /.github/PULL_REQUEST_TEMPLATE.md: -------------------------------------------------------------------------------- 1 | **What kind of change does this PR introduce?** 2 | 3 | 4 | - [ ] Add a project 5 | - [ ] Update a project 6 | - [ ] Remove a project 7 | - [ ] Add or update a category 8 | - [ ] Change configuration 9 | - [ ] Documentation 10 | - [ ] Other, please describe: 11 | 12 | **Description:** 13 | 14 | 15 | **Checklist:** 16 | 18 | 19 | - [ ] I have read the [CONTRIBUTING](https://github.com/best-of-lists/best-of/blob/main/CONTRIBUTING.md) guidelines. 20 | - [ ] I have not modified the `README.md` file. Projects are only supposed to be added or updated within the `projects.yaml` file since the `README.md` file is automatically generated. 21 | -------------------------------------------------------------------------------- /.github/labels.yml: -------------------------------------------------------------------------------- 1 | - name: add-project 2 | color: a2eeef 3 | description: "Add new project to best-of list" 4 | - name: update-project 5 | color: a2eeef 6 | description: "Update a project on the best-of list" 7 | - name: category 8 | color: a2eeef 9 | description: "Add or update a category to the best-of list" 10 | - name: configuration 11 | color: a2eeef 12 | description: "Issue refers to the best-of list configuration" 13 | - name: generation 14 | color: a2eeef 15 | description: "Issue refers to the best-of markdown generation" 16 | - name: collection 17 | color: a2eeef 18 | description: "Issue refers to the project metadata collection" 19 | - name: question 20 | color: a2eeef 21 | description: "Further information is requested" 22 | - name: documentation 23 | color: a2eeef 24 | description: "Changes to documentation" 25 | - name: bug 26 | color: d73a4a 27 | description: "Something isn't working" 28 | - name: "good first issue" 29 | color: 98FF98 30 | description: "Good for newcomers" 31 | - name: "help wanted" 32 | color: 98FF98 33 | description: "Extra attention is needed" 34 | - name: invalid 35 | color: cfd3d7 36 | description: "This doesn't seem right" 37 | - name: duplicate 38 | color: cfd3d7 39 | description: "This issue or pull request already exists" 40 | - name: "further input needed" 41 | color: cfd3d7 42 | description: "Not enough detail is provided by the creator" 43 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # IntelliJ 2 | target/ 3 | .idea/ 4 | *.iml 5 | 6 | # Sublime 7 | *.sublime-workspace 8 | 9 | # Eclipse 10 | .settings 11 | 12 | # VS Code 13 | .project 14 | .classpath 15 | .vscode/* 16 | # Ignore all local history of files 17 | **/.history 18 | 19 | # Java 20 | *.class 21 | target/ 22 | 23 | # C 24 | *.so 25 | 26 | # Python 27 | *.pyc 28 | *.egg-info 29 | __pycache__ 30 | .ipynb_checkpoints 31 | .Python 32 | dist/ 33 | .python-version 34 | .installed.cfg 35 | *.egg 36 | reqlib-metadata 37 | .mypy_cache/ 38 | .venv 39 | venv/ 40 | build/ 41 | 42 | # Byte-compiled / optimized / DLL files 43 | *.pyc 44 | __pycache__/ 45 | *.py[cod] 46 | *$py.class 47 | 48 | # Unit test / coverage reports 49 | htmlcov/ 50 | .tox/ 51 | .nox/ 52 | .coverage 53 | .coverage.* 54 | .cache 55 | nosetests.xml 56 | coverage.xml 57 | *,cover 58 | .hypothesis/ 59 | .pytest_cache/ 60 | 61 | # NPM / Node / JavaScript 62 | .npm 63 | node_modules/ 64 | jspm_packages/ 65 | 66 | # Runtime data 67 | pids 68 | *.pid 69 | *.seed 70 | *.pid.lock 71 | 72 | # Logs 73 | logs 74 | *.log 75 | npm-debug.log* 76 | yarn-debug.log* 77 | yarn-error.log* 78 | lerna-debug.log* 79 | 80 | # vim temporary files 81 | *~ 82 | .*.sw? 83 | 84 | # Other Artifacts 85 | hs_err_pid* 86 | *.log 87 | *.swp 88 | *.swo 89 | temp/* 90 | .DS_Store 91 | 92 | -------------------------------------------------------------------------------- /config/footer.md: -------------------------------------------------------------------------------- 1 | 2 | --- 3 | 4 | ## Related Resources 5 | 6 | - [**Best-of lists**](https://best-of.org): Discover other best-of lists with awesome open-source projects on all kinds of topics. 7 | - [**best-of-ml-python**](https://github.com/ml-tooling/best-of-ml-python): A ranked list of awesome machine learning Python libraries. 8 | - [**best-of-web-python**](https://github.com/ml-tooling/best-of-web-python): A ranked list of awesome Python libraries for web development. 9 | - [**best-of-python-dev**](https://github.com/ml-tooling/best-of-python-dev): A ranked list of awesome Python developer tools and libraries. 10 | - [**awesome-python**](https://github.com/vinta/awesome-python): A curated list of awesome Python frameworks, libraries, software and resources. 11 | 12 | ## Contribution 13 | 14 | Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways: 15 | 16 | - Open an issue by selecting one of the provided categories from the [issue page](https://github.com/ml-tooling/best-of-python/issues/new/choose) and fill in the requested information. 17 | - Modify the [projects.yaml](https://github.com/ml-tooling/best-of-python/blob/main/projects.yaml) with your additions or changes, and submit a pull request. This can also be done directly via the [Github UI](https://github.com/ml-tooling/best-of-python/edit/main/projects.yaml). 18 | 19 | If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the [best-of-generator](https://github.com/best-of-lists/best-of-generator) repository. If you like to create your own best-of list, we recommend to follow [this guide](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md). 20 | 21 | For more information on how to add or update projects, please read the [contribution guidelines](https://github.com/ml-tooling/best-of-python/blob/main/CONTRIBUTING.md). By participating in this project, you agree to abide by its [Code of Conduct](https://github.com/ml-tooling/best-of-python/blob/main/.github/CODE_OF_CONDUCT.md). 22 | 23 | ## License 24 | 25 | [![CC0](https://mirrors.creativecommons.org/presskit/buttons/88x31/svg/by-sa.svg)](https://creativecommons.org/licenses/by-sa/4.0/) 26 | -------------------------------------------------------------------------------- /config/header.md: -------------------------------------------------------------------------------- 1 | 2 |

3 | Best-of Python 4 |
5 |

6 | 7 |

8 | 🏆  A ranked list of awesome Python open-source libraries & tools. Updated weekly. 9 |

10 | 11 |

12 | 13 | 14 | 15 | 16 | 17 | 18 |

19 | 20 | This curated list contains {project_count} awesome open-source projects with a total of {stars_count} stars grouped into {category_count} categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python/edit/main/projects.yaml). Contributions are very welcome! 21 | 22 | --- 23 | 24 |

25 | 🧙‍♂️  Discover other best-of lists or create your own.
26 | 📫  Subscribe to our newsletter for updates and trending projects. 27 |

28 | 29 | --- 30 | 31 | -------------------------------------------------------------------------------- /history/2021-01-16_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - pysolr (🥉28 · ⭐ 570 · 📈) - Pysolr Python Solr client. BSD-3 6 | - beaker (🥉27 · ⭐ 460 · 📈) - WSGI middleware for sessions and caching. BSD-3 7 | - typing_inspect (🥉22 · ⭐ 180 · 📈) - Runtime inspection utilities for Python typing module. MIT 8 | - SuperSQLite (🥉15 · ⭐ 660 · 💀) - A supercharged SQLite library for Python. MIT 9 | 10 | ## 📉 Trending Down 11 | 12 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 13 | 14 | - asciimatics (🥉26 · ⭐ 2.5K · 📉) - A cross platform package to do curses-like operations, plus.. Apache-2 15 | - dataclasses (🥉26 · ⭐ 470 · 📉) - A backport of the dataclasses module for Python 3.6. Apache-2 16 | - lazydata (🥉15 · ⭐ 620 · 💀) - Lazydata: Scalable data dependencies for Python projects. Apache-2 17 | 18 | ## ➕ Added Projects 19 | 20 | _Projects that were recently added to this best-of list._ 21 | 22 | - Dynaconf (🥉28 · ⭐ 1.4K · ➕) - Configuration Management for Python. MIT 23 | - ubelt (🥉22 · ⭐ 550 · ➕) - A Python utility belt containing simple tools, a stdlib like feel,.. Apache-2 24 | 25 | -------------------------------------------------------------------------------- /history/2021-01-21_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - PyYAML (🥇36 · ⭐ 1.4K · 📈) - Canonical source repository for PyYAML. MIT 6 | - azure-storage-blob (🥈34 · ⭐ 1.8K · 📈) - This repository is for active development of the Azure.. MIT 7 | - fabric (🥉32 · ⭐ 13K · 💤) - Simple, Pythonic remote execution and deployment. BSD-2 8 | - pygsheets (🥉28 · ⭐ 1.1K · 📈) - Google Sheets Python API v4. MIT 9 | - munch (🥉27 · ⭐ 440 · 📈) - A Munch is a Python dictionary that provides attribute-style access (a.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - elasticsearch (🥈34 · ⭐ 3.1K · 📉) - Official Python low-level client for Elasticsearch. Apache-2 16 | - Pygments (🥇34 · ⭐ 480 · 📉) - Pygments is a generic syntax highlighter written in Python. BSD-2 17 | - docopt (🥈30 · ⭐ 7.3K · 💀) - Pythonic command line arguments parser, that will make you smile. MIT 18 | - AWS Data Wrangler (🥉23 · ⭐ 1.4K · 📉) - Pandas on AWS - Easy integration with Athena, Glue,.. Apache-2 pandas 19 | - enaml (🥉22 · ⭐ 1K · 📉) - Declarative User Interfaces for Python. BSD-3 20 | 21 | -------------------------------------------------------------------------------- /history/2021-02-18_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - Pygments (🥇35 · ⭐ 510 · 📈) - Pygments is a generic syntax highlighter written in Python. BSD-2 6 | - more-itertools (🥇34 · ⭐ 1.8K · 📈) - More routines for operating on iterables, beyond itertools. MIT 7 | - uvloop (🥇33 · ⭐ 7.5K · 📈) - Ultra fast asyncio event loop. MIT 8 | - emoji (🥈32 · ⭐ 1.2K · 📈) - emoji terminal output for Python. BSD-3 9 | - confluent-kafka-python (🥈30 · ⭐ 2.1K · 📈) - Confluent's Kafka Python Client. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - cryptography (🥇33 · ⭐ 3.9K · 📉) - cryptography is a package designed to expose cryptographic.. BSD-3 16 | - rsa (🥈30 · ⭐ 300 · 📉) - Python-RSA is a pure-Python RSA implementation. Apache-2 17 | - bcrypt (🥉27 · ⭐ 710 · 📉) - Modern(-ish) password hashing for your software and your servers. Apache-2 18 | - s3fs (🥉27 · ⭐ 380 · 📉) - S3 Filesystem. BSD-3 19 | - stopit (🥉19 · ⭐ 83 · 💀) - Raise asynchronous exceptions in other thread, control the timeout of.. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2021-02-25_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - pycryptodomex (🥇34 · ⭐ 1.5K · 📈) - A self-contained cryptographic library for Python. BSD-3 6 | - jsonpickle (🥉30 · ⭐ 900 · 📈) - Python library for serializing any arbitrary object graph into.. BSD-3 7 | - asn1crypto (🥈30 · ⭐ 220 · 📈) - Python ASN.1 library with a focus on performance and a pythonic API. MIT 8 | - schema (🥈29 · ⭐ 2.3K · 📈) - Schema validation just got Pythonic. MIT 9 | - PyPika (🥉27 · ⭐ 1.1K · 📈) - PyPika is a python SQL query builder that exposes the full.. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - attrs (🥈32 · ⭐ 3.4K · 📉) - Python Classes Without Boilerplate. MIT 16 | - rsa (🥉29 · ⭐ 300 · 📉) - Python-RSA is a pure-Python RSA implementation. Apache-2 17 | - SuperSQLite (🥉14 · ⭐ 660 · 💀) - A supercharged SQLite library for Python. MIT 18 | 19 | -------------------------------------------------------------------------------- /history/2021-03-04_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - pytz (🥈32 · ⭐ 150 · 📈) - pytz Python historical timezone library and database. MIT 6 | - py4j (🥉30 · ⭐ 800 · 📈) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3 7 | - tenacity (🥈29 · ⭐ 2.8K · 📈) - Retrying library for Python. Apache-2 8 | - Send2Trash (🥉29 · ⭐ 170 · 📈) - Python library to natively send files to Trash (or Recycle bin).. BSD-3 9 | - PyPika (🥉28 · ⭐ 1.1K · 📈) - PyPika is a python SQL query builder that exposes the full.. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - kafka-python (🥈33 · ⭐ 4.3K · 📉) - Python client for Apache Kafka. Apache-2 16 | - toolz (🥇32 · ⭐ 3.5K · 📉) - A functional standard library for Python. BSD-3 17 | - pyrsistent (🥇31 · ⭐ 1.5K · 📉) - Persistent/Immutable/Functional data structures for Python. MIT 18 | - Elasticsearch DSL (🥈30 · ⭐ 3.2K · 📉) - High level Python client for Elasticsearch. Apache-2 19 | - influxdb (🥈30 · ⭐ 1.5K · 📉) - Python client for InfluxDB. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2021-03-11_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - protobuf (🥇40 · ⭐ 47K · 📈) - Protocol Buffers - Google's data interchange format. BSD-3 6 | - azure-storage-blob (🥈34 · ⭐ 1.8K · 📈) - This repository is for active development of the Azure.. MIT 7 | - jmespath (🥉33 · ⭐ 1.3K · 💤) - JMESPath is a query language for JSON. MIT 8 | - supervisor (🥈32 · ⭐ 6.7K · 📈) - Supervisor process control system for UNIX. ❗️Repoze Public License 9 | - pyrsistent (🥇32 · ⭐ 1.5K · 📈) - Persistent/Immutable/Functional data structures for Python. MIT 10 | 11 | -------------------------------------------------------------------------------- /history/2021-04-01_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - SQLAlchemy (🥇37 · ⭐ 3.6K · 📈) - The Database Toolkit for Python. MIT 6 | - pyparsing (🥈32 · ⭐ 1.1K · 📈) - Python library for creating PEG parsers. MIT 7 | - Motor (🥈31 · ⭐ 1.7K · 📈) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2 8 | - influxdb (🥈31 · ⭐ 1.5K · 📈) - Python client for InfluxDB. MIT 9 | - s3transfer (🥈31 · ⭐ 110 · 📈) - Amazon S3 Transfer Manager for Python. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - protobuf (🥇39 · ⭐ 47K · 📉) - Protocol Buffers - Google's data interchange format. BSD-3 16 | - docker-compose (🥈35 · ⭐ 22K · 📉) - Define and run multi-container applications with Docker. Apache-2 17 | - pymongo (🥇35 · ⭐ 3.3K · 📉) - PyMongo - the Python driver for MongoDB. Apache-2 18 | - aiofiles (🥉26 · ⭐ 1.5K · 📉) - File support for asyncio. Apache-2 19 | - pylibmc (🥉25 · ⭐ 440 · 📉) - A Python wrapper around the libmemcached interface from TangentOrg. BSD-3 20 | 21 | -------------------------------------------------------------------------------- /history/2021-04-08_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - protobuf (🥇40 · ⭐ 47K · 📈) - Protocol Buffers - Google's data interchange format. BSD-3 6 | - awscli (🥇39 · ⭐ 11K · 📈) - Universal Command Line Interface for Amazon Web Services. Apache-2 7 | - click (🥇38 · ⭐ 11K · 📈) - Python composable command line interface toolkit. BSD-3 8 | - decorator (🥈33 · ⭐ 500 · 📈) - Decorators for Humans. BSD-2 9 | - pysimdjson (🥉23 · ⭐ 440 · 📈) - Python bindings for the simdjson project. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - SQLAlchemy (🥇36 · ⭐ 3.6K · 📉) - The Database Toolkit for Python. MIT 16 | - holidays (🥉28 · ⭐ 540 · 📉) - Generate and work with holidays in Python. MIT 17 | - pyinfra (🥉21 · ⭐ 1.2K · 📉) - pyinfra automates infrastructure super fast at massive scale. It can.. MIT 18 | 19 | -------------------------------------------------------------------------------- /history/2021-04-15_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - SQLAlchemy (🥇38 · ⭐ 3.6K · 📈) - The Database Toolkit for Python. MIT 6 | - kivy (🥇35 · ⭐ 13K · 📈) - Open source UI framework written in Python, running on Windows, Linux,.. MIT 7 | - peewee (🥇35 · ⭐ 8.3K · 📈) - a small, expressive orm -- supports postgresql, mysql and sqlite. MIT 8 | - arrow (🥇35 · ⭐ 7.4K · 📈) - Better dates & times for Python. Apache-2 9 | - azure-storage-blob (🥇35 · ⭐ 1.9K · 📈) - This repository is for active development of the Azure.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - ansible (🥈33 · ⭐ 48K · 📉) - Ansible is a radically simple IT automation platform that makes.. ❗️GPL-3.0 16 | - uvloop (🥉32 · ⭐ 7.7K · 📉) - Ultra fast asyncio event loop. MIT 17 | - aiofiles (🥉26 · ⭐ 1.5K · 📉) - File support for asyncio. Apache-2 18 | 19 | -------------------------------------------------------------------------------- /history/2021-04-22_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - protobuf (🥇41 · ⭐ 48K · 📈) - Protocol Buffers - Google's data interchange format. BSD-3 6 | - future (🥇35 · ⭐ 1.1K · 📈) - Easy, clean, reliable Python 2/3 compatibility. MIT 7 | - pydantic (🥇34 · ⭐ 6.1K · 📈) - Data parsing and validation using Python type hints. MIT 8 | - pexpect (🥇34 · ⭐ 2K · 📈) - A Python module for controlling interactive programs in a pseudo-.. ISC 9 | - redis-py-cluster (🥉29 · ⭐ 940 · 📈) - Python cluster client for the official redis cluster... MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - SQLAlchemy (🥇37 · ⭐ 3.7K · 📉) - The Database Toolkit for Python. MIT 16 | - PySimpleGUI (🥈27 · ⭐ 6.1K · 📉) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0 17 | - cloudant (🥉25 · ⭐ 160 · 📉) - A Python library for Cloudant and CouchDB. Apache-2 18 | 19 | -------------------------------------------------------------------------------- /history/2021-04-29_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - SQLAlchemy (🥇38 · ⭐ 3.7K · 📈) - The Database Toolkit for Python. MIT 6 | - ansible (🥈35 · ⭐ 48K · 📈) - Ansible is a radically simple IT automation platform that makes.. ❗️GPL-3.0 7 | - more-itertools (🥇35 · ⭐ 1.9K · 📈) - More routines for operating on iterables, beyond itertools. MIT 8 | - s3transfer (🥈32 · ⭐ 120 · 📈) - Amazon S3 Transfer Manager for Python. Apache-2 9 | - python-decouple (🥈29 · ⭐ 1.7K · 📈) - Strict separation of config from code. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - XlsxWriter (🥉31 · ⭐ 2.5K · 📉) - A Python module for creating Excel XLSX files. BSD-3 16 | - Unipath (🥉23 · ⭐ 500 · 💀) - An object-oriented approach to Python file/directory operations. MIT 17 | - colout (🥉15 · ⭐ 1K · 💤) - Color text streams with a polished command line interface. ❗️GPL-3.0 18 | 19 | -------------------------------------------------------------------------------- /history/2021-05-13_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - flatbuffers (🥇35 · ⭐ 16K · 📈) - FlatBuffers: Memory Efficient Serialization Library. Apache-2 6 | - six (🥇35 · ⭐ 780 · 📈) - Python 2 and 3 compatibility library. MIT 7 | - pyparsing (🥇34 · ⭐ 1.1K · 📈) - Python library for creating PEG parsers. MIT 8 | - python-slugify (🥈30 · ⭐ 1K · 📈) - Returns unicode slugs. MIT 9 | - pyston (🥈20 · ⭐ 1K · 🐣) - A faster and highly-compatible implementation of the Python.. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - protobuf (🥇36 · ⭐ 48K · 📉) - Protocol Buffers - Google's data interchange format. BSD-3 16 | - cpython (🥈24 · ⭐ 38K · 📉) - The Python programming language. MIT 17 | - filelock (🥉24 · ⭐ 300 · 💀) - A platform independent file lock for Python. Unlicense 18 | - pyhdb (🥉19 · ⭐ 280 · 💤) - SAP HANA Connector in pure Python. Apache-2 19 | - stackless (🥉11 · ⭐ 710 · 📉) - The Stackless Python programming language. ❗Unlicensed 20 | 21 | -------------------------------------------------------------------------------- /history/2021-06-24_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - docker (🥇37 · ⭐ 5.3K · 📈) - A Python library for the Docker Engine API. Apache-2 6 | - psycopg2 (🥇35 · ⭐ 2.2K · 📈) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution 7 | - watchdog (🥇34 · ⭐ 4.8K · 📈) - Python library and shell utilities to monitor filesystem events. Apache-2 8 | - docopt (🥈32 · ⭐ 7.4K · 💀) - Pythonic command line arguments parser, that will make you smile. MIT 9 | - typing_inspect (🥈24 · ⭐ 210 · 📈) - Runtime inspection utilities for Python typing module. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - cookiecutter (🥇34 · ⭐ 15K · 📉) - A command-line utility that creates projects from.. BSD-3 16 | - azure-storage-blob (🥈31 · ⭐ 2K · 📉) - This repository is for active development of the Azure.. MIT 17 | - ConfigArgParse (🥉28 · ⭐ 520 · 📉) - A drop-in replacement for argparse that allows options to.. MIT 18 | 19 | -------------------------------------------------------------------------------- /history/2021-07-08_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - uvloop (🥈33 · ⭐ 7.9K · 📈) - Ultra fast asyncio event loop. MIT 6 | - pyodbc (🥈31 · ⭐ 2.1K · 📈) - Python ODBC bridge. MIT 7 | - tenacity (🥈30 · ⭐ 3.1K · 📈) - Retrying library for Python. Apache-2 8 | - cachetools (🥇30 · ⭐ 1K · 📈) - Extensible memoizing collections and decorators. MIT 9 | - pyhdb (🥉22 · ⭐ 300 · 📈) - SAP HANA Connector in pure Python. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - jsonpickle (🥉27 · ⭐ 950 · 📉) - Python library for serializing any arbitrary object graph into.. BSD-3 16 | - Pony (🥉24 · ⭐ 2.6K · 📉) - Pony Object Relational Mapper. Apache-2 17 | - validr (🥉19 · ⭐ 210 · 📉) - A simple, fast, extensible python library for data validation. MIT 18 | 19 | -------------------------------------------------------------------------------- /history/2021-07-15_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - python-dateutil (🥇37 · ⭐ 1.6K · 📈) - Useful extensions to the standard Python datetime.. Apache-2 6 | - simplejson (🥈34 · ⭐ 1.4K · 📈) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT 7 | - pulumi (🥉30 · ⭐ 9.3K · 📈) - Pulumi - Modern Infrastructure as Code. Any cloud, any language. Apache-2 8 | - csvkit (🥈30 · ⭐ 4.6K · 📈) - A suite of utilities for converting to and working with CSV, the king.. MIT 9 | - python-decouple (🥈29 · ⭐ 1.8K · 📈) - Strict separation of config from code. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - pandas-datareader (🥈28 · ⭐ 2.1K · 📉) - Extract data from a wide range of Internet sources.. BSD-3 16 | - SDV (🥉22 · ⭐ 460 · 📉) - Synthetic Data Generation for tabular, relational and time series data. MIT 17 | 18 | -------------------------------------------------------------------------------- /history/2021-08-26_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - botocore (🥇38 · ⭐ 1K · 📈) - The low-level, core functionality of boto 3. Apache-2 6 | - greenlet (🥇35 · ⭐ 1.3K · 📈) - Lightweight in-process concurrent programming. MIT 7 | - colorama (🥇34 · ⭐ 2.6K · 📈) - Simple cross-platform colored terminal text in Python. BSD-3 8 | - ultrajson (🥈33 · ⭐ 3.4K · 📈) - Ultra fast JSON decoder and encoder written in C with Python.. BSD-3 9 | - db.py (🥉23 · ⭐ 1.2K · 💀) - db.py is an easier way to interact with your databases. BSD-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - python-prompt-toolkit (🥈33 · ⭐ 7.3K · 📉) - Library for building powerful interactive command.. BSD-3 16 | - PyMySQL (🥈32 · ⭐ 6.6K · 📉) - Pure Python MySQL Client. MIT 17 | - pluggy (🥈30 · ⭐ 660 · 📉) - A minimalist production ready plugin system. MIT 18 | - mysqlclient (🥉28 · ⭐ 1.9K · 💤) - MySQL database connector for Python (with Python 3 support). ❗️GPL-2.0 19 | - hydra (🥉22 · ⭐ 4.7K · 📉) - Hydra is a framework for elegantly configuring complex applications. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2021-11-25_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - pydantic (🥇35 · ⭐ 8.1K · 📈) - Data parsing and validation using Python type hints. MIT 6 | - xmltodict (🥇32 · ⭐ 4.6K · 💀) - Python module that makes working with XML feel like you are.. MIT 7 | - deepdiff (🥇31 · ⭐ 1.2K · 📈) - Deep Difference and search of any Python object/data. MIT 8 | - plumbum (🥉30 · ⭐ 2.3K · 📈) - Plumbum: Shell Combinators. MIT 9 | - DearPyGui (🥈28 · ⭐ 6.5K · 📈) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - python-dateutil (🥇37 · ⭐ 1.7K · 📉) - Useful extensions to the standard Python datetime.. Apache-2 16 | - pexpect (🥇34 · ⭐ 2.1K · 💤) - A Python module for controlling interactive programs in a pseudo-.. ISC 17 | - emoji (🥈32 · ⭐ 1.4K · 📉) - emoji terminal output for Python. BSD-3 18 | - xlwings (🥈30 · ⭐ 2.2K · 📉) - xlwings is a BSD-licensed Python library that makes it easy to call.. BSD-3 19 | - ptyprocess (🥉28 · ⭐ 150 · 📉) - Run a subprocess in a pseudo terminal. ISC 20 | 21 | -------------------------------------------------------------------------------- /history/2021-12-02_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - schema (🥈31 · ⭐ 2.5K · 📈) - Schema validation just got Pythonic. MIT 6 | - aiofiles (🥈30 · ⭐ 1.7K · 📈) - File support for asyncio. Apache-2 7 | - jsonpickle (🥉26 · ⭐ 980 · 📈) - Python library for serializing any arbitrary object graph into.. BSD-3 8 | - Pony (🥉25 · ⭐ 2.7K · 📈) - Pony Object Relational Mapper. Apache-2 9 | - cleverdict (🥉17 · ⭐ 83 · 📈) - A JSON-friendly data structure which allows both object attributes.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - boto3 (🥇37 · ⭐ 6.9K · 📉) - AWS SDK for Python. Apache-2 16 | - botocore (🥇37 · ⭐ 1.1K · 📉) - The low-level, core functionality of boto 3. Apache-2 17 | - docker (🥈36 · ⭐ 5.5K · 📉) - A Python library for the Docker Engine API. Apache-2 18 | - ordered-set (🥉23 · ⭐ 140 · 📉) - A mutable set that remembers the order of its entries. One of.. MIT 19 | - python-email-validator (🥉21 · ⭐ 490 · 📉) - A robust email syntax and deliverability validation.. ❗️CC0-1.0 20 | 21 | -------------------------------------------------------------------------------- /history/2021-12-16_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - isodate (🥉31 · ⭐ 100 · 📈) - ISO 8601 date/time parser. BSD-3 6 | - catalogue (🥉26 · ⭐ 100 · 📈) - Super lightweight function registries for your library. MIT 7 | - ordered-set (🥉25 · ⭐ 140 · 📈) - A mutable set that remembers the order of its entries. One of.. MIT 8 | - CommonRegex (🥉24 · ⭐ 1.5K · 💀) - A collection of common regular expressions bundled with an easy.. MIT 9 | - messytables (🥉24 · ⭐ 380 · 💀) - Tools for parsing messy tabular data. This is now superseded by.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - lazydata (🥉16 · ⭐ 630 · 💀) - Lazydata: Scalable data dependencies for Python projects. Apache-2 16 | 17 | -------------------------------------------------------------------------------- /history/2021-12-23_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - docopt (🥈33 · ⭐ 7.5K · 💀) - Pythonic command line arguments parser, that will make you smile. MIT 6 | - snorkel (🥈28 · ⭐ 5K · 📈) - A system for quickly generating training data with weak supervision. Apache-2 7 | - cloudant (🥉26 · ⭐ 170 · 📈) - A Python library for Cloudant and CouchDB. Apache-2 8 | - umongo (🥉25 · ⭐ 380 · 📈) - sync/async MongoDB ODM, yes. MIT 9 | - diagrams (🥉24 · ⭐ 16K · 📈) - Diagram as Code for prototyping cloud system architectures. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - pinject (🥉22 · ⭐ 1.3K · 💤) - A pythonic dependency injection library. Apache-2 16 | - aiomisc (🥉21 · ⭐ 240 · 📉) - aiomisc - miscellaneous utils for asyncio. MIT 17 | 18 | -------------------------------------------------------------------------------- /history/2022-01-06_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - pydantic (🥇36 · ⭐ 8.7K · 📈) - Data parsing and validation using Python type hints. MIT 6 | - emoji (🥈33 · ⭐ 1.4K · 📈) - emoji terminal output for Python. BSD-3 7 | - typing (🥈31 · ⭐ 1.1K · 📈) - Python static typing home. Contains the source for.. Python-2.0 8 | - PynamoDB (🥈30 · ⭐ 1.8K · 📈) - A pythonic interface to Amazon's DynamoDB. MIT 9 | - argcomplete (🥉29 · ⭐ 1K · 📈) - Python and tab completion, better together. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - python-dateutil (🥇36 · ⭐ 1.7K · 📉) - Useful extensions to the standard Python datetime.. Apache-2 16 | - uvloop (🥈33 · ⭐ 8.3K · 📉) - Ultra fast asyncio event loop. MIT 17 | - PyMySQL (🥈31 · ⭐ 6.7K · 📉) - Pure Python MySQL Client. MIT 18 | - Prometheus Client (🥈31 · ⭐ 2.5K · 📉) - Prometheus instrumentation library for Python.. Apache-2 19 | - csvkit (🥉27 · ⭐ 4.8K · 📉) - A suite of utilities for converting to and working with CSV, the king.. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2022-01-08_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - ansible (🥇48 · ⭐ 51K · 📈) - Ansible is a radically simple IT automation platform that makes.. ❗️GPL-3.0 6 | - cryptography (🥇44 · ⭐ 4.5K · 📈) - cryptography is a package designed to expose cryptographic.. BSD-3 7 | - azure-storage-blob (🥇42 · ⭐ 2.3K · 📈) - This repository is for active development of the Azure.. MIT 8 | - google-cloud-storage (🥇41 · ⭐ 3.8K · 📈) - Google Cloud Client Library for Python. Apache-2 9 | - cpython (🥇35 · ⭐ 42K · 📈) - The Python programming language. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - emoji (🥉28 · ⭐ 1.4K · 📉) - emoji terminal output for Python. BSD-3 16 | - docopt (🥉27 · ⭐ 7.4K · 💀) - Pythonic command line arguments parser, that will make you smile. MIT 17 | - orjson (🥉24 · ⭐ 2.6K · 📉) - Fast, correct Python JSON library supporting dataclasses,.. Apache-2 18 | - piccolos (🥉17 · ⭐ 620 · 📉) - A fast, user friendly ORM and query builder which supports asyncio. MIT 19 | - SuperSQLite (🥉6 · ⭐ 1 · 💀) - A supercharged SQLite library for Python. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2022-01-27_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - boto3 (🥇44 · ⭐ 7K · 📈) - AWS SDK for Python. Apache-2 6 | - greenlet (🥇39 · ⭐ 1.3K · 📈) - Lightweight in-process concurrent programming. MIT 7 | - scandir (🥉30 · ⭐ 490 · 📈) - Better directory iterator and faster os.walk(), now in the Python.. BSD-3 8 | - diagrams (🥉29 · ⭐ 16K · 📈) - Diagram as Code for prototyping cloud system architectures. MIT 9 | - ordered-set (🥈28 · ⭐ 140 · 📈) - A mutable set that remembers the order of its entries. One of.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - click (🥇45 · ⭐ 12K · 📉) - Python composable command line interface toolkit. BSD-3 16 | - Faker (🥇41 · ⭐ 14K · 📉) - Faker is a Python package that generates fake data for you. MIT 17 | - elasticsearch (🥇39 · ⭐ 3.5K · 📉) - Official Elasticsearch client library for Python. Apache-2 18 | - PySimpleGUI (🥈37 · ⭐ 9.3K · 📉) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0 19 | - filesystem_spec (🥇37 · ⭐ 360 · 📉) - A specification that python filesystems should adhere to. BSD-3 20 | 21 | -------------------------------------------------------------------------------- /history/2022-02-10_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - rich (🥇42 · ⭐ 35K · 📈) - Rich is a Python library for rich text and beautiful formatting in the.. MIT 6 | - python-magic (🥈34 · ⭐ 2K · 📈) - A python wrapper for libmagic. MIT 7 | - Pony (🥈33 · ⭐ 2.8K · 📈) - Pony Object Relational Mapper. Apache-2 8 | - python-dependency-injector (🥈33 · ⭐ 1.9K · 📈) - Dependency injection framework for Python. BSD-3 9 | - img2dataset (🥉22 · ⭐ 440 · 🐣) - Easily turn large sets of image urls to an image dataset. Can.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - awscli (🥇43 · ⭐ 12K · 📉) - Universal Command Line Interface for Amazon Web Services. Apache-2 16 | - more-itertools (🥇36 · ⭐ 2.3K · 📉) - More routines for operating on iterables, beyond itertools. MIT 17 | - future (🥇36 · ⭐ 1.1K · 📉) - Easy, clean, reliable Python 2/3 compatibility. MIT 18 | - Motor (🥉31 · ⭐ 1.9K · 📉) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2 19 | - clint (🥉24 · ⭐ 66 · 💀) - Python Command-line Application Tools. ISC 20 | 21 | -------------------------------------------------------------------------------- /history/2022-02-17_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - paramiko (🥈40 · ⭐ 7.5K · 📈) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 6 | - emoji (🥈35 · ⭐ 1.4K · 📈) - emoji terminal output for Python. BSD-3 7 | - holidays (🥈33 · ⭐ 710 · 📈) - Generate and work with holidays in Python. MIT 8 | - importlib-resources (🥈29 · ⭐ 21 · 📈) - Read resources from Python packages. Apache-2 9 | - cleverdict (🥉16 · ⭐ 86 · 📈) - A JSON-friendly data structure which allows both object attributes.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - Pygments (🥇40 · ⭐ 860 · 📉) - Pygments is a generic syntax highlighter written in Python. BSD-2 16 | - XlsxWriter (🥉36 · ⭐ 2.8K · 📉) - A Python module for creating Excel XLSX files. BSD-2 17 | - pexpect (🥈36 · ⭐ 2.2K · 📉) - A Python module for controlling interactive programs in a pseudo-.. ISC 18 | - msgpack (🥈35 · ⭐ 1.6K · 📉) - MessagePack serializer implementation for Python.. Apache-2 19 | - pyparsing (🥈35 · ⭐ 1.4K · 📉) - Python library for creating PEG parsers. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2022-04-14_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - cpython (🥇40 · ⭐ 44K · 📈) - The Python programming language. MIT 6 | - Typer (🥈32 · ⭐ 7.6K · 📈) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT 7 | - pyahocorasick (🥉28 · ⭐ 700 · 📈) - Python module (C extension and plain python) implementing.. BSD-3 8 | - python-benedict (🥈28 · ⭐ 370 · 📈) - dict subclass with keylist/keypath support, normalized I/O.. MIT 9 | - catalogue (🥉25 · ⭐ 110 · 📈) - Super lightweight function registries for your library. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - jsonschema (🥇38 · ⭐ 3.6K · 📉) - An implementation of the JSON Schema specification for Python. MIT 16 | - msgpack (🥈33 · ⭐ 1.6K · 📉) - MessagePack serializer implementation for Python.. Apache-2 17 | - cachetools (🥇31 · ⭐ 1.3K · 📉) - Extensible memoizing collections and decorators. MIT 18 | - aiofiles (🥉30 · ⭐ 1.9K · 📉) - File support for asyncio. Apache-2 19 | - anyio (🥈28 · ⭐ 850 · 📉) - High level asynchronous concurrency and networking framework that works.. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2022-05-12_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - kubernetes (🥉38 · ⭐ 4.8K · 📈) - Official Python client library for kubernetes. Apache-2 6 | - uvloop (🥈36 · ⭐ 8.6K · 💤) - Ultra fast asyncio event loop. MIT 7 | - xmltodict (🥈36 · ⭐ 4.8K · 📈) - Python module that makes working with XML feel like you are.. MIT 8 | - docarray (🥉28 · ⭐ 670 · 🐣) - The data structure for unstructured data. Apache-2 9 | - rtoml (🥉21 · ⭐ 150 · 📈) - A better TOML library for python implemented in rust. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - traitlets (🥈36 · ⭐ 490 · 📉) - A lightweight Traits like module. BSD-3 16 | - pyrsistent (🥇34 · ⭐ 1.7K · 📉) - Persistent/Immutable/Functional data structures for Python. MIT 17 | - PynamoDB (🥉31 · ⭐ 1.9K · 📉) - A pythonic interface to Amazons DynamoDB. MIT 18 | - zarr (🥈31 · ⭐ 910 · 📉) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT 19 | - Gooey (🥈29 · ⭐ 16K · 📉) - Turn (almost) any Python command line program into a full GUI.. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2022-05-19_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - pydantic (🥇42 · ⭐ 9.9K · 📈) - Data parsing and validation using Python type hints. MIT 6 | - Pygments (🥇42 · ⭐ 950 · 📈) - Pygments is a generic syntax highlighter written in Python. BSD-2 7 | - h5py (🥇40 · ⭐ 1.7K · 📈) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3 8 | - pycryptodomex (🥈38 · ⭐ 2K · 📈) - A self-contained cryptographic library for Python. BSD-3 9 | - dill (🥈33 · ⭐ 1.7K · 📈) - serialize all of python. BSD-3 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - kubernetes (🥉37 · ⭐ 4.8K · 📉) - Official Python client library for kubernetes. Apache-2 16 | - python-dateutil (🥇37 · ⭐ 1.8K · 📉) - Useful extensions to the standard Python datetime.. Apache-2 17 | - traitlets (🥈34 · ⭐ 490 · 📉) - A lightweight Traits like module. ❗Unlicensed 18 | - Prometheus Client (🥈33 · ⭐ 2.7K · 📉) - Prometheus instrumentation library for Python.. Apache-2 19 | - TinyDB (🥉28 · ⭐ 5.1K · 📉) - TinyDB is a lightweight document oriented database optimized for your.. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2022-05-26_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - h5py (🥇41 · ⭐ 1.7K · 📈) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3 6 | - docopt (🥈36 · ⭐ 7.6K · 💀) - Pythonic command line arguments parser, that will make you smile. MIT 7 | - cloudpickle (🥈34 · ⭐ 1.2K · 📈) - Extended pickling support for Python objects. BSD-3 8 | - keyring (🥉32 · ⭐ 840 · 📈) - Store and access your passwords safely. MIT 9 | - TinyDB (🥉30 · ⭐ 5.1K · 📈) - TinyDB is a lightweight document oriented database optimized for your.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - Tablib (🥈33 · ⭐ 4.1K · 📉) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT 16 | - smart-open (🥈32 · ⭐ 2.4K · 📉) - Utils for streaming large files (S3, HDFS, gzip, bz2...). MIT 17 | - pyscaffold (🥈32 · ⭐ 1.5K · 📉) - Python project template generator with batteries included. MIT 18 | - Bottleneck (🥈32 · ⭐ 750 · 📉) - Fast NumPy array functions written in C. BSD-2 19 | - Pony (🥉30 · ⭐ 2.9K · 📉) - Pony Object Relational Mapper. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2022-06-02_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - cookiecutter (🥇40 · ⭐ 17K · 📈) - A cross-platform command-line utility that creates projects.. BSD-3 6 | - fastcore (🥈32 · ⭐ 730 · 📈) - Python supercharged for the fastai library. Apache-2 7 | - ubelt (🥉27 · ⭐ 600 · 📈) - A Python utility belt containing simple tools, a stdlib like feel,.. Apache-2 8 | - pysimdjson (🥉26 · ⭐ 530 · 📈) - Python bindings for the simdjson project. MIT 9 | - docopt-ng (🥉21 · ⭐ 82 · 📈) - Humane command line arguments parser. Now with maintenance,.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - attrs (🥇38 · ⭐ 4.3K · 📉) - Python Classes Without Boilerplate. MIT 16 | - supervisor (🥇36 · ⭐ 7.3K · 📉) - Supervisor process control system for UNIX. ❗️Repoze Public License 17 | - transitions (🥇29 · ⭐ 4.4K · 📉) - A lightweight, object-oriented finite state machine.. MIT 18 | - isodate (🥉28 · ⭐ 110 · 📉) - ISO 8601 date/time parser. BSD-3 19 | - hickle (🥉23 · ⭐ 420 · 📉) - a HDF5-based python pickle replacement. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2022-06-16_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - PyMySQL (🥈38 · ⭐ 6.9K · 📈) - Pure Python MySQL Client. MIT 6 | - colorama (🥈38 · ⭐ 2.8K · 📈) - Simple cross-platform colored terminal text in Python. BSD-3 7 | - dateparser (🥈35 · ⭐ 2.1K · 📈) - python parser for human readable dates. BSD-3 8 | - dill (🥈35 · ⭐ 1.7K · 📈) - serialize all of python. BSD-3 9 | - Ibis (🥈34 · ⭐ 1.8K · 📈) - Expressive analytics in Python at any scale. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - more-itertools (🥇35 · ⭐ 2.5K · 📉) - More routines for operating on iterables, beyond itertools. MIT 16 | - libcloud (🥈35 · ⭐ 1.9K · 📉) - Apache Libcloud is a Python library which hides differences.. Apache-2 17 | - Motor (🥈34 · ⭐ 2K · 📉) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2 18 | - jmespath (🥉34 · ⭐ 1.6K · 📉) - JMESPath is a query language for JSON. MIT 19 | - Elasticsearch DSL (🥈33 · ⭐ 3.5K · 📉) - High level Python client for Elasticsearch. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2022-07-07_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - docker-compose (🥈42 · ⭐ 26K · 📈) - Define and run multi-container applications with Docker. Apache-2 6 | - Typer (🥈35 · ⭐ 8.2K · 📈) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT 7 | - toolz (🥇35 · ⭐ 4K · 📈) - A functional standard library for Python. BSD-3 8 | - Bottleneck (🥈33 · ⭐ 760 · 📈) - Fast NumPy array functions written in C. BSD-2 9 | - fabric (🥉32 · ⭐ 14K · 📈) - Simple, Pythonic remote execution and deployment. BSD-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - boto3 (🥇44 · ⭐ 7.4K · 📉) - AWS SDK for Python. Apache-2 16 | - arrow (🥇37 · ⭐ 7.9K · 📉) - Better dates & times for Python. Apache-2 17 | - Dagster (🥈37 · ⭐ 4.9K · 📉) - An orchestration platform for the development, production, and.. Apache-2 18 | - Intake (🥉27 · ⭐ 780 · 📉) - Intake is a lightweight package for finding, investigating, loading.. BSD-2 19 | - datajob (🥉12 · ⭐ 93 · 📉) - Build and deploy a serverless data pipeline on AWS with no effort. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2022-07-14_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - PyMySQL (🥈38 · ⭐ 7K · 📈) - Pure Python MySQL Client. MIT 6 | - kubernetes (🥈38 · ⭐ 5K · 📈) - Official Python client library for kubernetes. Apache-2 7 | - alembic (🥈38 · ⭐ 1.5K · 📈) - A database migrations tool for SQLAlchemy. MIT 8 | - SQLAlchemy-Utils (🥈37 · ⭐ 950 · 📈) - Various utility functions and datatypes for SQLAlchemy. BSD-3 9 | - csvkit (🥈32 · ⭐ 5K · 📈) - A suite of utilities for converting to and working with CSV, the king of.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - docker (🥈39 · ⭐ 5.8K · 📉) - A Python library for the Docker Engine API. Apache-2 16 | - PyYAML (🥇36 · ⭐ 1.9K · 📉) - Canonical source repository for PyYAML. MIT 17 | - schedule (🥉34 · ⭐ 9.8K · 📉) - Python job scheduling for humans. MIT 18 | - Ibis (🥈33 · ⭐ 1.9K · 📉) - Expressive analytics in Python at any scale. Apache-2 19 | - Blaze (🥉29 · ⭐ 3.1K · 💀) - NumPy and Pandas interface to Big Data. BSD-3 20 | 21 | -------------------------------------------------------------------------------- /history/2022-07-21_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - boto3 (🥇45 · ⭐ 7.4K · 📈) - AWS SDK for Python. Apache-2 6 | - polars (🥈36 · ⭐ 7.1K · 📈) - Fast multi-threaded DataFrame library in Rust | Python | Node.js. MIT 7 | - sh (🥈35 · ⭐ 6.3K · 📈) - Python process launching. MIT 8 | - pyodbc (🥈32 · ⭐ 2.4K · 📈) - Python ODBC bridge. ❗️MIT-0 9 | - Blaze (🥈31 · ⭐ 3.1K · 💀) - NumPy and Pandas interface to Big Data. BSD-3 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - protobuf (🥇48 · ⭐ 55K · 📉) - Protocol Buffers - Googles data interchange format. BSD-3 16 | - flatbuffers (🥇40 · ⭐ 18K · 📉) - FlatBuffers: Memory Efficient Serialization Library. Apache-2 17 | - python-prompt-toolkit (🥈36 · ⭐ 7.8K · 📉) - Library for building powerful interactive command.. BSD-3 18 | - SQLAlchemy-Utils (🥈36 · ⭐ 950 · 📉) - Various utility functions and datatypes for SQLAlchemy. BSD-3 19 | - Databases (🥉29 · ⭐ 3K · 📉) - Async database support for Python. BSD-3 20 | 21 | -------------------------------------------------------------------------------- /history/2022-07-28_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - docker (🥈41 · ⭐ 5.9K · 📈) - A Python library for the Docker Engine API. Apache-2 6 | - Prefect (🥇40 · ⭐ 9.6K · 📈) - The easiest way to automate your data. Apache-2 7 | - attrs (🥇40 · ⭐ 4.3K · 📈) - Python Classes Without Boilerplate. MIT 8 | - MongoEngine (🥈39 · ⭐ 3.8K · 📈) - A Python Object-Document-Mapper for working with MongoDB. MIT 9 | - Databases (🥈32 · ⭐ 3K · 📈) - Async database support for Python. BSD-3 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - click (🥇44 · ⭐ 13K · 📉) - Python composable command line interface toolkit. BSD-3 16 | - pydantic (🥇42 · ⭐ 11K · 📉) - Data parsing and validation using Python type hints. MIT 17 | - Beam (🥇40 · ⭐ 5.7K · 📉) - Unified programming model to define and execute data processing.. Apache-2 18 | - Records (🥉27 · ⭐ 6.9K · 💀) - SQL for Humans. ISC 19 | - pyahocorasick (🥉26 · ⭐ 740 · 📉) - Python module (C extension and plain python) implementing.. BSD-3 20 | 21 | -------------------------------------------------------------------------------- /history/2022-08-11_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - SQLAlchemy (🥇45 · ⭐ 5.8K · 📈) - The Database Toolkit for Python. MIT 6 | - attrs (🥇41 · ⭐ 4.4K · 📈) - Python Classes Without Boilerplate. MIT 7 | - flatbuffers (🥇40 · ⭐ 18K · 📈) - FlatBuffers: Memory Efficient Serialization Library. Apache-2 8 | - Dagster (🥇39 · ⭐ 5.2K · 📈) - An orchestration platform for the development, production, and.. Apache-2 9 | - keyring (🥉34 · ⭐ 870 · 📈) - Store and access your passwords safely. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - protobuf (🥇48 · ⭐ 56K · 📉) - Protocol Buffers - Googles data interchange format. BSD-3 16 | - rich (🥇42 · ⭐ 39K · 📉) - Rich is a Python library for rich text and beautiful formatting in the.. MIT 17 | - Faker (🥇41 · ⭐ 15K · 📉) - Faker is a Python package that generates fake data for you. MIT 18 | - luigi (🥈37 · ⭐ 16K · 📉) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2 19 | - xmltodict (🥈35 · ⭐ 4.9K · 📉) - Python module that makes working with XML feel like you are.. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2022-08-18_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - Faker (🥇42 · ⭐ 15K · 📈) - Faker is a Python package that generates fake data for you. MIT 6 | - luigi (🥈38 · ⭐ 16K · 📈) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2 7 | - uvloop (🥇37 · ⭐ 8.8K · 📈) - Ultra fast asyncio event loop. Apache-2 8 | - pytz (🥈33 · ⭐ 220 · 📈) - pytz Python historical timezone library and database. MIT 9 | - typing_inspect (🥉26 · ⭐ 270 · 📈) - Runtime inspection utilities for Python typing module. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - paramiko (🥈40 · ⭐ 7.8K · 📉) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 16 | - arrow (🥈36 · ⭐ 8K · 📉) - Better dates & times for Python. Apache-2 17 | - deepdiff (🥇33 · ⭐ 1.4K · 📉) - Deep Difference and search of any Python object/data. MIT 18 | - cachetools (🥇32 · ⭐ 1.4K · 📉) - Extensible memoizing collections and decorators. MIT 19 | - returns (🥈31 · ⭐ 2.4K · 📉) - Make your functions return something meaningful, typed, and safe!. BSD-2 20 | 21 | -------------------------------------------------------------------------------- /history/2022-09-08_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - python-dotenv (🥇37 · ⭐ 5.3K · 📈) - Reads key-value pairs from a .env file and can set them as.. BSD-3 6 | - cloudpickle (🥈35 · ⭐ 1.2K · 📈) - Extended pickling support for Python objects. BSD-3 7 | - aiofiles (🥈32 · ⭐ 2K · 📈) - File support for asyncio. Apache-2 8 | - natsort (🥉29 · ⭐ 690 · 📈) - Simple yet flexible natural sorting in Python. MIT 9 | - pysimdjson (🥉25 · ⭐ 550 · 📈) - Python bindings for the simdjson project. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - paramiko (🥈39 · ⭐ 7.9K · 📉) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 16 | - cookiecutter (🥇38 · ⭐ 18K · 📉) - A cross-platform command-line utility that creates projects.. BSD-3 17 | - Dagster (🥈37 · ⭐ 5.4K · 📉) - An orchestration platform for the development, production, and.. Apache-2 18 | - keyring (🥉32 · ⭐ 900 · 📉) - Store and access your passwords safely. MIT 19 | - holidays (🥉30 · ⭐ 810 · 📉) - Generate and work with holidays in Python. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2022-09-22_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - protobuf (🥇49 · ⭐ 56K · 📈) - Protocol Buffers - Googles data interchange format. BSD-3 6 | - Prefect (🥇42 · ⭐ 10K · 📈) - The easiest way to coordinate your dataflow. Apache-2 7 | - keyring (🥉34 · ⭐ 910 · 📈) - Store and access your passwords safely. MIT 8 | - anytree (🥈28 · ⭐ 740 · 📈) - Python tree data library. Apache-2 9 | - umongo (🥉28 · ⭐ 420 · 📈) - sync/async MongoDB ODM, yes. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - boto3 (🥇44 · ⭐ 7.6K · 📉) - AWS SDK for Python. Apache-2 16 | - cryptography (🥇43 · ⭐ 5K · 📉) - cryptography is a package designed to expose cryptographic.. BSD-3 17 | - Faker (🥇41 · ⭐ 15K · 📉) - Faker is a Python package that generates fake data for you. MIT 18 | - arrow (🥈37 · ⭐ 8.1K · 📉) - Better dates & times for Python. Apache-2 19 | - pycparser (🥈35 · ⭐ 2.7K · 📉) - Complete C99 parser in pure Python. BSD-3 20 | 21 | -------------------------------------------------------------------------------- /history/2022-09-29_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - cryptography (🥇44 · ⭐ 5.1K · 📈) - cryptography is a package designed to expose cryptographic.. BSD-3 6 | - Faker (🥇42 · ⭐ 15K · 📈) - Faker is a Python package that generates fake data for you. MIT 7 | - rq (🥇39 · ⭐ 8.5K · 📈) - Simple job queues for Python. BSD-3 8 | - simplejson (🥈35 · ⭐ 1.5K · 📈) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT 9 | - path (🥉29 · ⭐ 1K · 📈) - Object-oriented file system path manipulation. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - Celery (🥇44 · ⭐ 20K · 📉) - Asynchronous task queue/job queue based on distributed message passing. BSD-3 16 | - netmiko (🥉36 · ⭐ 2.9K · 📉) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT 17 | - chardet (🥇34 · ⭐ 1.8K · 📉) - Python character encoding detector. ❗️LGPL-2.1 18 | - keyring (🥉33 · ⭐ 920 · 📉) - Store and access your passwords safely. MIT 19 | - neo4j-driver (🥉31 · ⭐ 740 · 📉) - Neo4j Bolt driver for Python. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2022-10-06_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - cpython (🥇40 · ⭐ 48K · 📈) - The Python programming language. MIT 6 | - marshmallow (🥈39 · ⭐ 6.3K · 📈) - A lightweight library for converting complex objects to and from.. MIT 7 | - psycopg2 (🥈39 · ⭐ 2.8K · 📈) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution 8 | - filesystem_spec (🥇39 · ⭐ 480 · 📈) - A specification that python filesystems should adhere to. BSD-3 9 | - plumbum (🥉33 · ⭐ 2.5K · 📈) - Plumbum: Shell Combinators. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - protobuf (🥇48 · ⭐ 56K · 📉) - Protocol Buffers - Googles data interchange format. BSD-3 16 | - click (🥇43 · ⭐ 13K · 📉) - Python composable command line interface toolkit. BSD-3 17 | - voluptuous (🥈30 · ⭐ 1.7K · 📉) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python.. BSD-3 18 | - flexx (🥉25 · ⭐ 3K · 📉) - Write desktop and web apps in pure Python. BSD-2 19 | - python-rapidjson (🥉25 · ⭐ 460 · 📉) - Python wrapper around rapidjson. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2022-10-13_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - protobuf (🥇49 · ⭐ 57K · 📈) - Protocol Buffers - Googles data interchange format. BSD-3 6 | - Celery (🥇45 · ⭐ 20K · 📈) - Asynchronous task queue/job queue based on distributed message passing. BSD-3 7 | - Faker (🥇43 · ⭐ 15K · 📈) - Faker is a Python package that generates fake data for you. MIT 8 | - Great Expectations (🥈38 · ⭐ 7.3K · 📈) - Always know what to expect from your data. Apache-2 9 | - python-sortedcontainers (🥇34 · ⭐ 2.7K · 📈) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - pyparsing (🥇37 · ⭐ 1.7K · 📉) - Python library for creating PEG parsers. MIT 16 | - alembic (🥈37 · ⭐ 1.6K · 📉) - A database migrations tool for SQLAlchemy. MIT 17 | - pycryptodomex (🥈36 · ⭐ 2.1K · 📉) - A self-contained cryptographic library for Python. BSD-3 18 | - greenlet (🥈36 · ⭐ 1.4K · 📉) - Lightweight in-process concurrent programming. MIT 19 | - toolz (🥈35 · ⭐ 4.1K · 📉) - A functional standard library for Python. BSD-3 20 | 21 | -------------------------------------------------------------------------------- /history/2022-10-27_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - PynamoDB (🥈32 · ⭐ 2K · 📈) - A pythonic interface to Amazons DynamoDB. MIT 6 | - huey (🥈31 · ⭐ 4.2K · 📈) - a little task queue for python. MIT 7 | - pyinfra (🥉31 · ⭐ 2K · 📈) - pyinfra automates infrastructure super fast at massive scale. It can be.. MIT 8 | - python-mss (🥉26 · ⭐ 770 · 📈) - An ultra fast cross-platform multiple screenshots module in pure.. MIT 9 | - everett (🥉25 · ⭐ 130 · 📈) - configuration library for python projects. MPL-2.0 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - docker (🥈42 · ⭐ 6K · 📉) - A Python library for the Docker Engine API. Apache-2 16 | - Airflow (🥇41 · ⭐ 28K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2 17 | - filesystem_spec (🥇38 · ⭐ 500 · 📉) - A specification that python filesystems should adhere to. BSD-3 18 | - PySimpleGUI (🥈36 · ⭐ 11K · 📉) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0 19 | - Great Expectations (🥈36 · ⭐ 7.5K · 📉) - Always know what to expect from your data. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2022-11-24_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - Airflow (🥇47 · ⭐ 29K · 📈) - Platform to programmatically author, schedule, and monitor.. Apache-2 6 | - holidays (🥈34 · ⭐ 860 · 📈) - Generate and work with holidays in Python. MIT 7 | - python-slugify (🥈32 · ⭐ 1.3K · 📈) - Returns unicode slugs. MIT 8 | - TaskTiger (🥉24 · ⭐ 1.2K · 📈) - Python task queue using Redis. MIT 9 | - Bounter (🥉21 · ⭐ 940 · 📈) - Efficient Counter that uses a limited (bounded) amount of memory.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - attrs (🥇40 · ⭐ 4.5K · 📉) - Python Classes Without Boilerplate. MIT 16 | - h5py (🥇39 · ⭐ 1.8K · 📉) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3 17 | - joblib (🥈38 · ⭐ 3K · 📉) - Computing with Python functions. BSD-3 18 | - polars (🥈36 · ⭐ 9.3K · 📉) - Fast multi-threaded, hybrid-streaming DataFrame library in Rust |.. MIT 19 | - bcrypt (🥉33 · ⭐ 940 · 📉) - Modern(-ish) password hashing for your software and your servers. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2022-12-01_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - attrs (🥇41 · ⭐ 4.5K · 📈) - Python Classes Without Boilerplate. MIT 6 | - alembic (🥈38 · ⭐ 1.6K · 📈) - A database migrations tool for SQLAlchemy. MIT 7 | - toolz (🥈36 · ⭐ 4.1K · 📈) - A functional standard library for Python. BSD-3 8 | - Ibis (🥈36 · ⭐ 2.2K · 📈) - Expressive analytics in Python at any scale. Apache-2 9 | - pygsheets (🥈33 · ⭐ 1.4K · 📈) - Google Sheets Python API v4. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - redis (🥇44 · ⭐ 11K · 📉) - Redis Python Client. MIT 16 | - click (🥇42 · ⭐ 13K · 📉) - Python composable command line interface toolkit. BSD-3 17 | - jsonschema (🥇39 · ⭐ 3.9K · 📉) - An implementation of the JSON Schema specification for Python. MIT 18 | - pymongo (🥈38 · ⭐ 3.7K · 📉) - PyMongo - the Python driver for MongoDB. Apache-2 19 | - future (🥈35 · ⭐ 1.2K · 💀) - Easy, clean, reliable Python 2/3 compatibility. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2022-12-29_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - PyTables (🥈38 · ⭐ 1.2K · 📈) - A Python package to manage extremely large amounts of data. BSD-3 6 | - supervisor (🥇37 · ⭐ 7.6K · 📈) - Supervisor process control system for Unix.. ❗️Repoze Public License 7 | - XlsxWriter (🥇37 · ⭐ 3.1K · 📈) - A Python module for creating Excel XLSX files. BSD-2 8 | - filelock (🥈34 · ⭐ 500 · 📈) - A platform-independent file lock for Python. Unlicense 9 | - enaml (🥉27 · ⭐ 1.4K · 📈) - Declarative User Interfaces for Python. ❗Unlicensed 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - Airflow (🥇46 · ⭐ 29K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2 16 | - Prefect (🥇41 · ⭐ 11K · 📉) - The easiest way to coordinate your dataflow. Apache-2 17 | - python-dateutil (🥇39 · ⭐ 2K · 📉) - Useful extensions to the standard Python datetime.. Apache-2 18 | - Pony (🥉29 · ⭐ 3.1K · 📉) - Pony Object Relational Mapper. Apache-2 19 | - umongo (🥉25 · ⭐ 430 · 📉) - sync/async MongoDB ODM, yes. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2023-01-12_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - Airflow (🥇47 · ⭐ 29K · 📈) - Platform to programmatically author, schedule, and monitor.. Apache-2 6 | - polars (🥈37 · ⭐ 12K · 📈) - Fast multi-threaded, hybrid-streaming DataFrame library in Rust |.. MIT 7 | - pycparser (🥇37 · ⭐ 2.8K · 📈) - Complete C99 parser in pure Python. BSD-3 8 | - cachetools (🥇32 · ⭐ 1.5K · 📈) - Extensible memoizing collections and decorators. MIT 9 | - coolname (🥉23 · ⭐ 100 · 📈) - Random Name and Slug Generator. BSD-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - xarray (🥈37 · ⭐ 2.8K · 📉) - N-D labeled arrays and datasets in Python. Apache-2 16 | - sh (🥉33 · ⭐ 6.5K · 📉) - Python process launching. MIT 17 | - zipp (🥉29 · ⭐ 32 · 📉) - Backport of pathlib-compatible object wrapper for zip files. MIT 18 | - strictyaml (🥉26 · ⭐ 1.2K · 📉) - Type-safe YAML parser and validator. MIT 19 | - TaskTiger (🥉24 · ⭐ 1.2K · 📉) - Python task queue using Redis. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2023-01-19_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - redis (🥇44 · ⭐ 11K · 📈) - Redis Python Client. MIT 6 | - wcwidth (🥉34 · ⭐ 310 · 📈) - Python library that measures the width of unicode strings rendered to.. MIT 7 | - TinyDB (🥈33 · ⭐ 5.6K · 📈) - TinyDB is a lightweight document oriented database optimized for your.. MIT 8 | - glom (🥈29 · ⭐ 1.6K · 📈) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3 9 | - pyahocorasick (🥉29 · ⭐ 770 · 📈) - Python module (C extension and plain python) implementing.. BSD-3 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - docker-compose (🥈42 · ⭐ 28K · 📉) - Define and run multi-container applications with Docker. Apache-2 16 | - cpython (🥇40 · ⭐ 50K · 📉) - The Python programming language. MIT 17 | - arrow (🥈38 · ⭐ 8.2K · 📉) - Better dates & times for Python. Apache-2 18 | - python-sortedcontainers (🥇34 · ⭐ 2.9K · 📉) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2 19 | - pypyr (🥉18 · ⭐ 480 · 📉) - pypyr task-runner cli & api for automation pipelines. Automate.. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2023-02-16_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - PyMySQL (🥈39 · ⭐ 7.2K · 📈) - Pure Python MySQL Client. MIT 6 | - sh (🥈37 · ⭐ 6.5K · 📈) - Python process launching. MIT 7 | - diagrams (🥈35 · ⭐ 28K · 📈) - Diagram as Code for prototyping cloud system architectures. MIT 8 | - srsly (🥉29 · ⭐ 340 · 📈) - Modern high-performance serialization utilities for Python (JSON,.. MIT 9 | - ordered-set (🥈29 · ⭐ 180 · 📈) - A mutable set that remembers the order of its entries. One of.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - python-dotenv (🥇38 · ⭐ 5.7K · 📉) - Reads key-value pairs from a .env file and can set them as.. BSD-3 16 | - python-bigquery (🥈37 · ⭐ 560 · 📉) - Google BigQuery API client library. Apache-2 17 | - anyio (🥈35 · ⭐ 1.2K · 📉) - High level asynchronous concurrency and networking framework that works.. MIT 18 | - micropython (🥈32 · ⭐ 16K · 📉) - MicroPython - a lean and efficient Python implementation.. Python-2.0 19 | - ploomber (🥈31 · ⭐ 3K · 📉) - The fastest way to build data pipelines. Develop iteratively,.. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2023-02-23_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - Celery (🥇45 · ⭐ 21K · 📈) - Asynchronous task queue/job queue based on distributed message passing. BSD-3 6 | - docker (🥈42 · ⭐ 6.1K · 📈) - A Python library for the Docker Engine API. Apache-2 7 | - rq (🥇40 · ⭐ 8.8K · 📈) - Simple job queues for Python. BSD-3 8 | - decorator (🥈34 · ⭐ 750 · 📈) - Decorators for Humans. BSD-2 9 | - rtoml (🥉21 · ⭐ 220 · 📈) - A fast TOML library for python implemented in rust. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - tink (🥈35 · ⭐ 13K · 📉) - Tink is a multi-language, cross-platform, open source library that.. Apache-2 16 | - pendulum (🥉33 · ⭐ 5.3K · 📉) - Python datetimes made easy. MIT 17 | - holidays (🥉33 · ⭐ 920 · 📉) - Generate and work with holidays in Python. MIT 18 | - pyodbc (🥉32 · ⭐ 2.6K · 📉) - Python ODBC bridge. ❗️MIT-0 19 | - keyring (🥉32 · ⭐ 970 · 📉) - Store and access your passwords safely. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2023-03-02_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - python-prompt-toolkit (🥈40 · ⭐ 8.2K · 📈) - Library for building powerful interactive command.. BSD-3 6 | - pendulum (🥈35 · ⭐ 5.4K · 📈) - Python datetimes made easy. MIT 7 | - micropython (🥈34 · ⭐ 16K · 📈) - MicroPython - a lean and efficient Python implementation.. Python-2.0 8 | - natsort (🥈33 · ⭐ 730 · 📈) - Simple yet flexible natural sorting in Python. MIT 9 | - Squirrel (🥉17 · ⭐ 260 · 📈) - A Python library that enables ML teams to share, load, and.. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - arrow (🥈37 · ⭐ 8.2K · 📉) - Better dates & times for Python. Apache-2 16 | - uvloop (🥈35 · ⭐ 9.2K · 📉) - Ultra fast asyncio event loop. Apache-2 17 | - docopt (🥈35 · ⭐ 7.7K · 💀) - Pythonic command line arguments parser, that will make you smile. MIT 18 | - pyston (🥈22 · ⭐ 2.3K · 📉) - A faster and highly-compatible implementation of the Python.. Apache-2 19 | - cachier (🥉22 · ⭐ 420 · 📉) - Persistent, stale-free, local and cross-machine caching for Python.. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2023-03-23_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - boto3 (🥇45 · ⭐ 8K · 📈) - AWS SDK for Python. Apache-2 6 | - Faker (🥇44 · ⭐ 16K · 📈) - Faker is a Python package that generates fake data for you. MIT 7 | - aiocache (🥈31 · ⭐ 820 · 📈) - Asyncio cache manager for redis, memcached and memory. BSD-3 8 | - cachier (🥉25 · ⭐ 430 · 📈) - Persistent, stale-free, local and cross-machine caching for Python.. MIT 9 | - everett (🥉25 · ⭐ 140 · 📈) - configuration library for python projects. MPL-2.0 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - attrs (🥇40 · ⭐ 4.7K · 📉) - Python Classes Without Boilerplate. MIT 16 | - anyio (🥈36 · ⭐ 1.2K · 📉) - High level asynchronous concurrency and networking framework that works.. MIT 17 | - pendulum (🥉34 · ⭐ 5.4K · 📉) - Python datetimes made easy. MIT 18 | - pyrsistent (🥇34 · ⭐ 1.8K · 📉) - Persistent/Immutable/Functional data structures for Python. MIT 19 | - pytz (🥉32 · ⭐ 250 · 📉) - pytz Python historical timezone library and database. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2023-04-13_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - protobuf (🥇50 · ⭐ 59K · 📈) - Protocol Buffers - Googles data interchange format. BSD-3 6 | - schedule (🥉36 · ⭐ 11K · 📈) - Python job scheduling for humans. MIT 7 | - anyio (🥈36 · ⭐ 1.2K · 📈) - High level asynchronous concurrency and networking framework that works.. MIT 8 | - pyrsistent (🥇35 · ⭐ 1.8K · 📈) - Persistent/Immutable/Functional data structures for Python. MIT 9 | - python-mss (🥉28 · ⭐ 820 · 📈) - An ultra fast cross-platform multiple screenshots module in pure.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - Faker (🥇43 · ⭐ 16K · 📉) - Faker is a Python package that generates fake data for you. MIT 16 | - redis (🥇43 · ⭐ 11K · 📉) - Redis Python Client. MIT 17 | - docker (🥈41 · ⭐ 6.2K · 📉) - A Python library for the Docker Engine API. Apache-2 18 | - future (🥇37 · ⭐ 1.2K · 📉) - Easy, clean, reliable Python 2/3 compatibility. MIT 19 | - traitlets (🥈37 · ⭐ 550 · 📉) - A lightweight Traits like module. BSD-3 20 | 21 | -------------------------------------------------------------------------------- /history/2023-04-20_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - SQLAlchemy (🥇46 · ⭐ 7.1K · 📈) - The Database Toolkit for Python. MIT 6 | - pydantic (🥇45 · ⭐ 13K · 📈) - Data validation using Python type hints. MIT 7 | - peewee (🥇42 · ⭐ 10K · 📈) - a small, expressive orm -- supports postgresql, mysql and sqlite. MIT 8 | - tortoise-orm (🥈34 · ⭐ 3.5K · 📈) - Familiar asyncio ORM for python, built with relations in.. Apache-2 9 | - docarray (🥈34 · ⭐ 2.1K · 📈) - The data structure for multimodal data Neural Search Vector.. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - fabric (🥉30 · ⭐ 14K · 📉) - Simple, Pythonic remote execution and deployment. BSD-2 16 | - multidict (🥉25 · ⭐ 340 · 📉) - The multidict implementation. ❗Unlicensed 17 | - pandas-datareader (🥉23 · ⭐ 2.6K · 💀) - Extract data from a wide range of Internet sources.. ❗Unlicensed 18 | - Singer (🥉20 · ⭐ 1.1K · 💀) - Standard for moving data between databases, web APIs, files,.. ❗️AGPL-3.0 19 | - typing_inspect (🥉20 · ⭐ 300 · 📉) - Runtime inspection utilities for Python typing module. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2023-05-25_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - SQLAlchemy (🥇46 · ⭐ 7.3K · 📈) - The Database Toolkit for Python. MIT 6 | - awscli (🥇45 · ⭐ 14K · 📈) - Universal Command Line Interface for Amazon Web Services. Apache-2 7 | - pulumi (🥈42 · ⭐ 16K · 📈) - Pulumi - Infrastructure as Code in any programming language. Build.. Apache-2 8 | - numexpr (🥈33 · ⭐ 2K · 📈) - Fast numerical array expression evaluator for Python, NumPy, PyTables,.. MIT 9 | - typing_inspect (🥉26 · ⭐ 300 · 📈) - Runtime inspection utilities for Python typing module. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - docker (🥈41 · ⭐ 6.3K · 📉) - A Python library for the Docker Engine API. Apache-2 16 | - neo4j-driver (🥉31 · ⭐ 790 · 📉) - Neo4j Bolt driver for Python. ❗Unlicensed 17 | - py2neo (🥉25 · ⭐ 1.2K · 📉) - Py2neo is a comprehensive Neo4j driver library and toolkit for.. Apache-2 18 | - gino (🥉24 · ⭐ 2.6K · 💀) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. ❗Unlicensed 19 | - lazydata (🥉13 · ⭐ 630 · 💀) - Lazydata: Scalable data dependencies for Python projects. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2023-06-01_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - boto3 (🥇46 · ⭐ 8.1K · 📈) - AWS SDK for Python. Apache-2 6 | - neo4j-driver (🥉33 · ⭐ 800 · 📈) - Neo4j Bolt driver for Python. Apache-2 7 | - py2neo (🥉29 · ⭐ 1.2K · 📈) - Py2neo is a comprehensive Neo4j driver library and toolkit for.. Apache-2 8 | - gino (🥉28 · ⭐ 2.6K · 💀) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. BSD-3 9 | - docopt-ng (🥉21 · ⭐ 120 · 📈) - Humane command line arguments parser. Now with maintenance,.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - watchdog (🥈38 · ⭐ 5.8K · 📉) - Python library and shell utilities to monitor filesystem events. Apache-2 16 | - MongoEngine (🥈38 · ⭐ 4K · 📉) - A Python Object-Document-Mapper for working with MongoDB. MIT 17 | - python-fire (🥈37 · ⭐ 25K · 📉) - Python Fire is a library for automatically generating.. Apache-2 18 | - simplejson (🥈35 · ⭐ 1.6K · 📉) - simplejson is a simple, fast, extensible JSON.. ❗Unlicensed 19 | - natsort (🥉30 · ⭐ 750 · 📉) - Simple yet flexible natural sorting in Python. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2023-06-15_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - redis (🥇43 · ⭐ 12K · 📈) - Redis Python Client. MIT 6 | - pymongo (🥈38 · ⭐ 3.9K · 📈) - PyMongo - the Official MongoDB Python driver. Apache-2 7 | - schematics (🥉30 · ⭐ 2.6K · 💀) - Python Data Structures for Humans. BSD-3 8 | - py2neo (🥉29 · ⭐ 1.2K · 📈) - Py2neo is a comprehensive Neo4j driver library and toolkit for.. Apache-2 9 | - python-email-validator (🥉28 · ⭐ 790 · 📈) - A robust email syntax and deliverability validation.. ❗️CC0-1.0 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - Airflow (🥇46 · ⭐ 31K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2 16 | - SQLAlchemy (🥇45 · ⭐ 7.4K · 📉) - The Database Toolkit for Python. MIT 17 | - pexpect (🥇36 · ⭐ 2.4K · 📉) - A Python module for controlling interactive programs in a pseudo-.. ISC 18 | - dateparser (🥈36 · ⭐ 2.3K · 📉) - python parser for human readable dates. BSD-3 19 | - deepdiff (🥇33 · ⭐ 1.7K · 📉) - DeepDiff: Deep Difference and search of any Python object/data... MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2023-06-22_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - pyparsing (🥇41 · ⭐ 1.9K · 📈) - Python library for creating PEG parsers. MIT 6 | - python-sortedcontainers (🥇36 · ⭐ 3K · 💤) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2 7 | - holidays (🥈35 · ⭐ 990 · 📈) - Generate and work with holidays in Python. MIT 8 | - pluggy (🥈34 · ⭐ 960 · 📈) - A minimalist production ready plugin system. MIT 9 | - typing (🥈33 · ⭐ 1.4K · 📈) - Python static typing home. Hosts the documentation and a user.. Python-2.0 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - pymongo (🥉31 · ⭐ 3.9K · 📉) - PyMongo - the Official MongoDB Python driver. Apache-2 16 | - dataset (🥉29 · ⭐ 4.6K · 📉) - Easy-to-use data handling for SQL data stores with support for.. MIT 17 | - pyfilesystem2 (🥉26 · ⭐ 1.9K · 💤) - Pythons Filesystem abstraction layer. MIT 18 | - Unipath (🥉18 · ⭐ 510 · 💀) - An object-oriented approach to Python file/directory.. ❗Unlicensed 19 | - db.py (🥉17 · ⭐ 1.2K · 💀) - db.py is an easier way to interact with your databases. BSD-2 20 | 21 | -------------------------------------------------------------------------------- /history/2023-07-13_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - Airflow (🥇47 · ⭐ 31K · 📈) - Platform to programmatically author, schedule, and monitor.. Apache-2 6 | - click (🥇46 · ⭐ 14K · 📈) - Python composable command line interface toolkit. BSD-3 7 | - boto3 (🥇46 · ⭐ 8.2K · 📈) - AWS SDK for Python. Apache-2 8 | - deepdiff (🥇35 · ⭐ 1.7K · 📈) - DeepDiff: Deep Difference and search of any Python object/data... MIT 9 | - path (🥉30 · ⭐ 1.1K · 📈) - Object-oriented file system path manipulation. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - polars (🥈38 · ⭐ 19K · 📉) - Fast multi-threaded, hybrid-out-of-core query engine focussing on.. MIT 16 | - MongoEngine (🥈37 · ⭐ 4K · 📉) - A Python Object-Document-Mapper for working with MongoDB. MIT 17 | - anyio (🥇37 · ⭐ 1.3K · 📉) - High level asynchronous concurrency and networking framework that works.. MIT 18 | - gdown (🥈30 · ⭐ 3.2K · 📉) - Download a large file from Google Drive (curl/wget fails because of the.. MIT 19 | - tabulator-py (🥉26 · ⭐ 230 · 💀) - Python library for reading and writing tabular data via streams. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2023-08-03_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - cryptography (🥇47 · ⭐ 5.7K · 📈) - cryptography is a package designed to expose.. Apache-2 6 | - rich (🥇44 · ⭐ 44K · 📈) - Rich is a Python library for rich text and beautiful formatting in the.. MIT 7 | - marshmallow (🥈41 · ⭐ 6.6K · 📈) - A lightweight library for converting complex objects to and from.. MIT 8 | - libcloud (🥈35 · ⭐ 2K · 📈) - Apache Libcloud is a Python library which hides differences.. Apache-2 9 | - asyncer (🥉23 · ⭐ 1.1K · 📈) - Asyncer, async and await, focused on developer experience. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - rq (🥇39 · ⭐ 9K · 📉) - Simple job queues for Python. BSD-3 16 | - netmiko (🥈38 · ⭐ 3.2K · 📉) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT 17 | - python-dotenv (🥈36 · ⭐ 6.3K · 📉) - Reads key-value pairs from a .env file and can set them as.. BSD-3 18 | - xlwings (🥇36 · ⭐ 2.6K · 📉) - xlwings is a Python library that makes it easy to call Python from.. BSD-3 19 | - aiofiles (🥈34 · ⭐ 2.3K · 📉) - File support for asyncio. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2023-08-10_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - numpy (🥇53 · ⭐ 24K · 📈) - The fundamental package for scientific computing with Python. BSD-3 6 | - cpython (🥇43 · ⭐ 55K · 📈) - The Python programming language. MIT 7 | - cerberus (🥈37 · ⭐ 3K · 📈) - Lightweight, extensible data validation library for Python. ISC 8 | - boltons (🥈33 · ⭐ 6.2K · 📈) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3 9 | - asciimatics (🥉32 · ⭐ 3.4K · 📈) - A cross platform package to do curses-like operations, plus.. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - awscli (🥇44 · ⭐ 14K · 📉) - Universal Command Line Interface for Amazon Web Services. Apache-2 16 | - flatbuffers (🥇42 · ⭐ 21K · 📉) - FlatBuffers: Memory Efficient Serialization Library. Apache-2 17 | - docker (🥈40 · ⭐ 6.3K · 📉) - A Python library for the Docker Engine API. Apache-2 18 | - pycryptodomex (🥈38 · ⭐ 2.4K · 📉) - A self-contained cryptographic library for Python. BSD-3 19 | - openpyxl (🥉22 · 📉) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2023-08-24_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - SQLAlchemy (🥇46 · ⭐ 7.7K · 📈) - The Database Toolkit for Python. MIT 6 | - Dagster (🥇41 · ⭐ 8.2K · 📈) - An orchestration platform for the development, production, and.. Apache-2 7 | - anyio (🥇38 · ⭐ 1.4K · 📈) - High level asynchronous concurrency and networking framework that works.. MIT 8 | - plumbum (🥉35 · ⭐ 2.7K · 📈) - Plumbum: Shell Combinators. MIT 9 | - immutables (🥉28 · ⭐ 1.1K · 📈) - A high-performance immutable mapping type for Python. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - docker-compose (🥈42 · ⭐ 30K · 📉) - Define and run multi-container applications with Docker. Apache-2 16 | - paramiko (🥈42 · ⭐ 8.5K · 📉) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 17 | - PyMySQL (🥈39 · ⭐ 7.4K · 📉) - MySQL client library for Python. MIT 18 | - XlsxWriter (🥉36 · ⭐ 3.3K · 📉) - A Python module for creating Excel XLSX files. BSD-2 19 | - colorama (🥈35 · ⭐ 3.2K · 📉) - Simple cross-platform colored terminal text in Python. BSD-3 20 | 21 | -------------------------------------------------------------------------------- /history/2023-08-31_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - numpy (🥇54 · ⭐ 24K · 📈) - The fundamental package for scientific computing with Python. BSD-3 6 | - boto3 (🥇47 · ⭐ 8.3K · 📈) - AWS SDK for Python. Apache-2 7 | - polars (🥈39 · ⭐ 20K · 📈) - Fast multi-threaded, hybrid-out-of-core query engine focussing on.. MIT 8 | - tink (🥈38 · ⭐ 13K · 📈) - Tink is a multi-language, cross-platform, open source library that.. Apache-2 9 | - pyodbc (🥈35 · ⭐ 2.7K · 📈) - Python ODBC bridge. ❗️MIT-0 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - SQLAlchemy (🥇45 · ⭐ 7.7K · 📉) - The Database Toolkit for Python. MIT 16 | - flatbuffers (🥇41 · ⭐ 21K · 📉) - FlatBuffers: Memory Efficient Serialization Library. Apache-2 17 | - XlsxWriter (🥉35 · ⭐ 3.3K · 📉) - A Python module for creating Excel XLSX files. BSD-2 18 | - pycparser (🥈35 · ⭐ 3K · 📉) - Complete C99 parser in pure Python. BSD-3 19 | - SQLAlchemy-Utils (🥈35 · ⭐ 1.1K · 📉) - Various utility functions and datatypes for SQLAlchemy. BSD-3 20 | 21 | -------------------------------------------------------------------------------- /history/2023-09-07_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - xarray (🥇40 · ⭐ 3.1K · 📈) - N-D labeled arrays and datasets in Python. Apache-2 6 | - msgpack (🥈36 · ⭐ 1.8K · 📈) - MessagePack serializer implementation for Python.. Apache-2 7 | - holidays (🥈35 · ⭐ 1K · 📈) - Generate and work with holidays in Python. MIT 8 | - smart-open (🥈33 · ⭐ 2.9K · 📈) - Utils for streaming large files (S3, HDFS, gzip, bz2...). MIT 9 | - hydra (🥈32 · ⭐ 7.5K · 📈) - Hydra is a framework for elegantly configuring complex applications. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - python-decouple (🥉31 · ⭐ 2.5K · 📉) - Strict separation of config from code. MIT 16 | - fastcore (🥉29 · ⭐ 860 · 📉) - Python supercharged for the fastai library. Apache-2 17 | - strictyaml (🥉27 · ⭐ 1.3K · 📉) - Type-safe YAML parser and validator. MIT 18 | - everett (🥉23 · ⭐ 140 · 📉) - configuration library for python projects. MPL-2.0 19 | - pypyr (🥉20 · ⭐ 540 · 📉) - pypyr task-runner cli & api for automation pipelines. Automate.. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2023-09-14_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - redis (🥇44 · ⭐ 12K · 📈) - Redis Python Client. MIT 6 | - Beam (🥇42 · ⭐ 7.1K · 📈) - Unified programming model to define and execute data processing.. Apache-2 7 | - traitlets (🥇39 · ⭐ 570 · 📈) - A lightweight Traits like module. BSD-3 8 | - greenlet (🥇38 · ⭐ 1.5K · 📈) - Lightweight in-process concurrent programming. MIT 9 | - libcloud (🥈36 · ⭐ 2K · 📈) - Apache Libcloud is a Python library which hides differences.. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - cookiecutter (🥇40 · ⭐ 20K · 📉) - A cross-platform command-line utility that creates projects.. BSD-3 16 | - h5py (🥈39 · ⭐ 1.9K · 📉) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3 17 | - dbt (🥈37 · ⭐ 7.5K · 📉) - dbt enables data analysts and engineers to transform their data using.. Apache-2 18 | - arrow (🥈36 · ⭐ 8.4K · 📉) - Better dates & times for Python. Apache-2 19 | - argcomplete (🥈34 · ⭐ 1.3K · 📉) - Python and tab completion, better together. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2023-09-21_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - awscli (🥇45 · ⭐ 14K · 📈) - Universal Command Line Interface for Amazon Web Services. Apache-2 6 | - polars (🥇40 · ⭐ 20K · 📈) - Fast multi-threaded, hybrid-out-of-core query engine focussing on.. MIT 7 | - msgpack (🥈38 · ⭐ 1.8K · 📈) - MessagePack serializer implementation for Python.. Apache-2 8 | - transitions (🥇32 · ⭐ 5K · 📈) - A lightweight, object-oriented finite state machine implementation.. MIT 9 | - pypyr (🥉22 · ⭐ 540 · 📈) - pypyr task-runner cli & api for automation pipelines. Automate.. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - SQLAlchemy (🥇44 · ⭐ 7.8K · 📉) - The Database Toolkit for Python. MIT 16 | - rq (🥈38 · ⭐ 9.1K · 📉) - Simple job queues for Python. BSD-3 17 | - pycryptodomex (🥈38 · ⭐ 2.5K · 📉) - A self-contained cryptographic library for Python. BSD-3 18 | - h5py (🥈38 · ⭐ 1.9K · 📉) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3 19 | - greenlet (🥈37 · ⭐ 1.5K · 📉) - Lightweight in-process concurrent programming. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2023-09-28_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - boto3 (🥇48 · ⭐ 8.3K · 📈) - AWS SDK for Python. Apache-2 6 | - h5py (🥈39 · ⭐ 1.9K · 📈) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3 7 | - filesystem_spec (🥇39 · ⭐ 660 · 📈) - A specification that python filesystems should adhere to. BSD-3 8 | - Tablib (🥇36 · ⭐ 4.3K · 📈) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT 9 | - SQLAlchemy-Utils (🥈36 · ⭐ 1.1K · 📈) - Various utility functions and datatypes for SQLAlchemy. BSD-3 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - awscli (🥇44 · ⭐ 14K · 📉) - Universal Command Line Interface for Amazon Web Services. Apache-2 16 | - attrs (🥇40 · ⭐ 4.9K · 📉) - Python Classes Without Boilerplate. MIT 17 | - confluent-kafka-python (🥈35 · ⭐ 3.4K · 📉) - Confluents Kafka Python Client. Apache-2 18 | - wrapt (🥈33 · ⭐ 1.9K · 📉) - A Python module for decorators, wrappers and monkey patching. BSD-2 19 | - Arctic (🥉28 · ⭐ 3K · 📉) - Arctic is a high performance datastore for numeric data. ❗️LGPL-2.1 20 | 21 | -------------------------------------------------------------------------------- /history/2023-10-05_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - h5py (🥇40 · ⭐ 1.9K · 📈) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3 6 | - arrow (🥈38 · ⭐ 8.4K · 📈) - Better dates & times for Python. Apache-2 7 | - pexpect (🥇38 · ⭐ 2.4K · 📈) - A Python module for controlling interactive programs in a pseudo-.. ISC 8 | - PyTables (🥈38 · ⭐ 1.2K · 📈) - A Python package to manage extremely large amounts of data. BSD-3 9 | - csvkit (🥈33 · ⭐ 5.6K · 📈) - A suite of utilities for converting to and working with CSV, the king.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - Airflow (🥇46 · ⭐ 32K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2 16 | - marshmallow (🥈40 · ⭐ 6.7K · 📉) - A lightweight library for converting complex objects to and from.. MIT 17 | - attrs (🥇39 · ⭐ 4.9K · 📉) - Python Classes Without Boilerplate. MIT 18 | - dill (🥈36 · ⭐ 2K · 📉) - serialize all of Python. BSD-3 19 | - typical (🥉19 · ⭐ 180 · 📉) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2023-10-19_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - h5py (🥇41 · ⭐ 1.9K · 📈) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3 6 | - arrow (🥇39 · ⭐ 8.4K · 📈) - Better dates & times for Python. Apache-2 7 | - pyrsistent (🥇36 · ⭐ 1.9K · 📈) - Persistent/Immutable/Functional data structures for Python. MIT 8 | - addict (🥈29 · ⭐ 2.4K · 💀) - The Python Dict thats better than heroin. MIT 9 | - pyscaffold (🥉29 · ⭐ 1.9K · 📈) - Python project template generator with batteries included. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - click (🥇45 · ⭐ 14K · 📉) - Python composable command line interface toolkit. BSD-3 16 | - cloudpickle (🥈35 · ⭐ 1.5K · 📉) - Extended pickling support for Python objects. BSD-3 17 | - tortoise-orm (🥉33 · ⭐ 3.9K · 📉) - Familiar asyncio ORM for python, built with relations in.. Apache-2 18 | - anytree (🥈33 · ⭐ 840 · 📉) - Python tree data library. Apache-2 19 | - pandas-gbq (🥉32 · ⭐ 390 · 📉) - Google BigQuery connector for pandas. BSD-3 20 | 21 | -------------------------------------------------------------------------------- /history/2023-11-09_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - elasticsearch (🥇41 · ⭐ 4K · 📈) - Official Python client for Elasticsearch. Apache-2 6 | - docopt (🥈35 · ⭐ 7.9K · 💀) - Pythonic command line arguments parser, that will make you smile. MIT 7 | - glom (🥈30 · ⭐ 1.7K · 📈) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3 8 | - python-box (🥉25 · ⭐ 2.3K · 📈) - Python dictionaries with advanced dot notation access. MIT 9 | - messytables (🥉24 · ⭐ 390 · 💀) - Tools for parsing messy tabular data. This is now superseded by.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - redis (🥇43 · ⭐ 12K · 📉) - Redis Python Client. MIT 16 | - wcwidth (🥉33 · ⭐ 340 · 📉) - Python library that measures the width of unicode strings.. ❗Unlicensed 17 | - aiofiles (🥉30 · ⭐ 2.4K · 📉) - File support for asyncio. Apache-2 18 | - phonenumbers (🥈28 · ⭐ 3.3K · 📉) - Python port of Googles libphonenumber. Apache-2 19 | - typing (🥉23 · ⭐ 1.5K · 📉) - Python static typing home. Hosts the documentation and a user.. ❗Unlicensed 20 | 21 | -------------------------------------------------------------------------------- /history/2023-11-30_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - PyMySQL (🥇41 · ⭐ 7.4K · 📈) - MySQL client library for Python. MIT 6 | - elasticsearch (🥇41 · ⭐ 4K · 📈) - Official Python client for Elasticsearch. Apache-2 7 | - PySimpleGUI (🥈38 · ⭐ 12K · 📈) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0 8 | - bcrypt (🥈37 · ⭐ 1.1K · 📈) - Modern(-ish) password hashing for your software and your servers. Apache-2 9 | - py2neo (🥉25 · ⭐ 4 · 📈) - EOL! Py2neo is a comprehensive Neo4j driver library and toolkit for.. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - numpy (🥇53 · ⭐ 25K · 📉) - The fundamental package for scientific computing with Python. BSD-3 16 | - click (🥇44 · ⭐ 15K · 📉) - Python composable command line interface toolkit. BSD-3 17 | - pyparsing (🥇39 · ⭐ 2K · 📉) - Python library for creating PEG parsers. MIT 18 | - PyYAML (🥇38 · ⭐ 2.3K · 📉) - Canonical source repository for PyYAML. MIT 19 | - bodywork-core (🥉13 · ⭐ 430 · 💀) - ML pipeline orchestration and model deployments on.. ❗️AGPL-3.0 20 | 21 | -------------------------------------------------------------------------------- /history/2023-12-14_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - Airflow (🥇48 · ⭐ 33K · 📈) - Platform to programmatically author, schedule, and monitor.. Apache-2 6 | - SQLAlchemy (🥇45 · ⭐ 8.1K · 📈) - The Database Toolkit for Python. MIT 7 | - pandas-gbq (🥈34 · ⭐ 400 · 📈) - Google BigQuery connector for pandas. BSD-3 8 | - ODMantic (🥉28 · ⭐ 890 · 📈) - Sync and Async ODM (Object Document Mapper) for MongoDB based on.. ISC 9 | - validr (🥉21 · ⭐ 210 · 📈) - A simple, fast, extensible python library for data validation. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - redis (🥇43 · ⭐ 12K · 📉) - Redis Python Client. MIT 16 | - google-cloud-storage (🥇42 · ⭐ 4.5K · 📉) - Google Cloud Client Library for Python. Apache-2 17 | - docker-compose (🥈40 · ⭐ 31K · 📉) - Define and run multi-container applications with Docker. Apache-2 18 | - pexpect (🥇39 · ⭐ 2.5K · 📉) - A Python module for controlling interactive programs in a pseudo-.. ISC 19 | - PySimpleGUI (🥈36 · ⭐ 13K · 📉) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0 20 | 21 | -------------------------------------------------------------------------------- /history/2023-12-21_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - paramiko (🥈42 · ⭐ 8.6K · 📈) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 6 | - polars (🥇41 · ⭐ 22K · 📈) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT 7 | - pendulum (🥈36 · ⭐ 5.9K · 📈) - Python datetimes made easy. MIT 8 | - rtoml (🥉23 · ⭐ 270 · 📈) - A fast TOML library for python implemented in rust. MIT 9 | - borb (🥉22 · ⭐ 3.2K · 📈) - borb is a library for reading, creating and manipulating PDF.. ❗Unlicensed 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - ansible (🥇47 · ⭐ 60K · 📉) - Ansible is a radically simple IT automation platform that makes.. ❗️GPL-3.0 16 | - Beam (🥇41 · ⭐ 7.3K · 📉) - Unified programming model to define and execute data processing.. Apache-2 17 | - elasticsearch (🥇40 · ⭐ 4.1K · 📉) - Official Python client for Elasticsearch. Apache-2 18 | - confluent-kafka-python (🥉29 · ⭐ 3.4K · 📉) - Confluents Kafka Python Client. Apache-2 19 | - Intake (🥉27 · ⭐ 950 · 📉) - Intake is a lightweight package for finding, investigating, loading.. BSD-2 20 | 21 | -------------------------------------------------------------------------------- /history/2023-12-28_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - docker (🥈43 · ⭐ 6.5K · 📈) - A Python library for the Docker Engine API. Apache-2 6 | - rq (🥈39 · ⭐ 9.3K · 📈) - Simple job queues for Python. BSD-3 7 | - dill (🥈36 · ⭐ 2.1K · 📈) - serialize all of Python. BSD-3 8 | - zarr (🥈35 · ⭐ 1.3K · 📈) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT 9 | - multidict (🥈33 · ⭐ 360 · 📈) - The multidict implementation. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - pydantic (🥇44 · ⭐ 17K · 📉) - Data validation using Python type hints. MIT 16 | - Dagster (🥇41 · ⭐ 9.2K · 📉) - An orchestration platform for the development, production, and.. Apache-2 17 | - polars (🥈40 · ⭐ 23K · 📉) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT 18 | - cookiecutter (🥇40 · ⭐ 21K · 📉) - A cross-platform command-line utility that creates projects.. BSD-3 19 | - pexpect (🥇38 · ⭐ 2.5K · 📉) - A Python module for controlling interactive programs in a pseudo-.. ISC 20 | 21 | -------------------------------------------------------------------------------- /history/2024-01-18_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - ansible (🥇48 · ⭐ 60K · 📈) - Ansible is a radically simple IT automation platform that makes.. ❗️GPL-3.0 6 | - jsonschema (🥇41 · ⭐ 4.3K · 📈) - An implementation of the JSON Schema specification for Python. MIT 7 | - dbt (🥈39 · ⭐ 8.1K · 📈) - dbt enables data analysts and engineers to transform their data using.. Apache-2 8 | - Arctic (🥉30 · ⭐ 3K · 📈) - Arctic is a high performance datastore for numeric data. ❗️LGPL-2.1 9 | - Singer (🥉27 · ⭐ 1.2K · 💀) - Standard for moving data between databases, web APIs, files,.. ❗️AGPL-3.0 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - numpy (🥇52 · ⭐ 25K · 📉) - The fundamental package for scientific computing with Python. ❗Unlicensed 16 | - redis (🥇43 · ⭐ 12K · 📉) - Redis Python Client. MIT 17 | - cryptography (🥇43 · ⭐ 6K · 📉) - cryptography is a package designed to expose.. ❗Unlicensed 18 | - polars (🥇40 · ⭐ 24K · 📉) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT 19 | - protobuf (🥈36 · ⭐ 63K · 📉) - Protocol Buffers - Googles data interchange format. BSD-3 20 | 21 | -------------------------------------------------------------------------------- /history/2024-01-25_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - protobuf (🥇52 · ⭐ 63K · 📈) - Protocol Buffers - Googles data interchange format. BSD-3 6 | - cryptography (🥇47 · ⭐ 6K · 📈) - cryptography is a package designed to expose cryptographic.. Apache-2 7 | - filesystem_spec (🥇41 · ⭐ 730 · 📈) - A specification that python filesystems should adhere to. BSD-3 8 | - six (🥇38 · ⭐ 950 · 📈) - Python 2 and 3 compatibility library. MIT 9 | - asyncer (🥉28 · ⭐ 1.3K · 📈) - Asyncer, async and await, focused on developer experience. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - redis (🥈37 · ⭐ 12K · 📉) - Redis Python Client. MIT 16 | - asciimatics (🥉31 · ⭐ 3.5K · 📉) - A cross platform package to do curses-like operations, plus.. Apache-2 17 | - cx-Oracle (🥉28 · ⭐ 870 · 📉) - Python interface to Oracle Database now superseded by.. ❗Unlicensed 18 | - prisma (🥉26 · ⭐ 1.4K · 📉) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2 19 | - ubelt (🥉22 · ⭐ 700 · 📉) - A Python utility library with a stdlib like feel and extra.. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2024-02-01_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - redis (🥇44 · ⭐ 12K · 📈) - Redis Python Client. MIT 6 | - dill (🥈38 · ⭐ 2.1K · 📈) - serialize all of Python. BSD-3 7 | - Intake (🥉30 · ⭐ 970 · 📈) - Intake is a lightweight package for finding, investigating, loading.. BSD-2 8 | - cx-Oracle (🥉30 · ⭐ 870 · 📈) - Python interface to Oracle Database now superseded by python-.. BSD-3 9 | - configobj (🥉29 · ⭐ 300 · 💀) - Python 3+ compatible port of the configobj library. BSD-3 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - fabric (🥉34 · ⭐ 14K · 📉) - Simple, Pythonic remote execution and deployment. BSD-2 16 | - diagrams (🥈33 · ⭐ 34K · 📉) - Diagram as Code for prototyping cloud system architectures. MIT 17 | - zarr (🥈33 · ⭐ 1.3K · 📉) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT 18 | - plumbum (🥉32 · ⭐ 2.7K · 📉) - Plumbum: Shell Combinators. MIT 19 | - holidays (🥉32 · ⭐ 1.3K · 📉) - Generate and work with holidays in Python. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2024-02-15_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - phonenumbers (🥇35 · ⭐ 3.4K · 📈) - Python port of Googles libphonenumber. Apache-2 6 | - zarr (🥈35 · ⭐ 1.3K · 📈) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT 7 | - dataset (🥉30 · ⭐ 4.7K · 💤) - Easy-to-use data handling for SQL data stores with support for.. MIT 8 | - riko (🥉18 · ⭐ 1.6K · 💀) - A Python stream processing engine modeled after Yahoo! Pipes. MIT 9 | - Databolt Flow (🥉18 · ⭐ 950 · 💤) - Python library for building highly effective data science.. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - Airflow (🥇47 · ⭐ 34K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2 16 | - cpython (🥇38 · ⭐ 58K · 📉) - The Python programming language. ❗Unlicensed 17 | - PySimpleGUI (🥈33 · ⭐ 13K · 📉) - PySimpleGUI is a Python package that enables Python.. ❗Unlicensed 18 | - ubelt (🥉20 · ⭐ 700 · 📉) - A Python utility library with a stdlib like feel and extra.. Apache-2 19 | - PyMODM (🥉18 · ⭐ 350 · 💀) - A Pythonic, object-oriented interface for working with MongoDB. ❗Unlicensed 20 | 21 | -------------------------------------------------------------------------------- /history/2024-03-07_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - Beam (🥇44 · ⭐ 7.4K · 📈) - Unified programming model to define and execute data processing.. Apache-2 6 | - flatbuffers (🥇43 · ⭐ 22K · 📈) - FlatBuffers: Memory Efficient Serialization Library. Apache-2 7 | - docker-compose (🥈41 · ⭐ 32K · 📈) - Define and run multi-container applications with Docker. Apache-2 8 | - MongoEngine (🥇40 · ⭐ 4.1K · 📈) - A Python Object-Document-Mapper for working with MongoDB. MIT 9 | - python-slugify (🥇34 · ⭐ 1.4K · 📈) - Returns unicode slugs. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - pycryptodomex (🥈36 · ⭐ 2.6K · 📉) - A self-contained cryptographic library for Python. ❗Unlicensed 16 | - pymongo (🥉32 · ⭐ 4K · 📉) - PyMongo - the Official MongoDB Python driver. Apache-2 17 | - keyring (🥉30 · ⭐ 1.2K · 📉) - Store and access your passwords safely. MIT 18 | - rsa (🥉21 · ⭐ 470 · 📉) - Python-RSA is a pure-Python RSA implementation. ❗Unlicensed 19 | - db.py (🥉17 · ⭐ 1.2K · 💀) - db.py is an easier way to interact with your databases. BSD-2 20 | 21 | -------------------------------------------------------------------------------- /history/2024-03-14_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - pymongo (🥇40 · ⭐ 4K · 📈) - PyMongo - the Official MongoDB Python driver. Apache-2 6 | - keyring (🥉36 · ⭐ 1.2K · 📈) - Store and access your passwords safely. MIT 7 | - petl (🥈34 · ⭐ 1.2K · 📈) - Python Extract Transform and Load Tables of Data. MIT 8 | - rsa (🥉30 · ⭐ 470 · 📈) - Python-RSA is a pure-Python RSA implementation. Apache-2 9 | - db.py (🥉21 · ⭐ 1.2K · 💀) - db.py is an easier way to interact with your databases. BSD-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - python-prompt-toolkit (🥈37 · ⭐ 8.9K · 📉) - Library for building powerful interactive command.. BSD-3 16 | - ODMantic (🥉26 · ⭐ 950 · 📉) - Sync and Async ODM (Object Document Mapper) for MongoDB based on.. ISC 17 | - libcloud (🥉25 · ⭐ 2K · 📉) - Apache Libcloud is a Python library which hides differences.. Apache-2 18 | - Databolt Flow (🥉16 · ⭐ 950 · 💤) - Python library for building highly effective data science.. MIT 19 | - Botflow (🥉11 · ⭐ 1.2K · 💀) - Python Fast Dataflow programming framework for Data pipeline.. ❗Unlicensed 20 | 21 | -------------------------------------------------------------------------------- /history/2024-03-21_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - validators (🥈33 · ⭐ 890 · 📈) - Python Data Validation for Humans. MIT 6 | - libcloud (🥉32 · ⭐ 2K · 📈) - Apache Libcloud is a Python library which hides differences.. Apache-2 7 | - pyahocorasick (🥉30 · ⭐ 880 · 📈) - Python module (C extension and plain python) implementing.. BSD-3 8 | - Databolt Flow (🥉20 · ⭐ 950 · 💤) - Python library for building highly effective data science.. MIT 9 | - Botflow (🥉15 · ⭐ 1.2K · 💀) - Python Fast Dataflow programming framework for Data pipeline work(.. BSD-3 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - Great Expectations (🥈37 · ⭐ 9.4K · 📉) - Always know what to expect from your data. Apache-2 16 | - Pony (🥉30 · ⭐ 3.5K · 📉) - Pony Object Relational Mapper. Apache-2 17 | - srsly (🥉26 · ⭐ 410 · 📉) - Modern high-performance serialization utilities for Python (JSON,.. MIT 18 | - pysparkling (🥉21 · ⭐ 260 · 💀) - A pure Python implementation of Apache Sparks RDD and.. ❗Unlicensed 19 | - bodywork-core (🥉14 · ⭐ 430 · 💀) - ML pipeline orchestration and model deployments on.. ❗️AGPL-3.0 20 | 21 | -------------------------------------------------------------------------------- /history/2024-03-28_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - Great Expectations (🥈40 · ⭐ 9.4K · 📈) - Always know what to expect from your data. Apache-2 6 | - Typer (🥈39 · ⭐ 13K · 📈) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT 7 | - Pony (🥉32 · ⭐ 3.5K · 📈) - Pony Object Relational Mapper. Apache-2 8 | - srsly (🥉29 · ⭐ 410 · 📈) - Modern high-performance serialization utilities for Python (JSON,.. MIT 9 | - bodywork-core (🥉17 · ⭐ 430 · 💀) - ML pipeline orchestration and model deployments on.. ❗️AGPL-3.0 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - polars (🥈38 · ⭐ 25K · 📉) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT 16 | - python-magic (🥈31 · ⭐ 2.5K · 📉) - A python wrapper for libmagic. ❗Unlicensed 17 | - gino (🥉24 · ⭐ 2.6K · 💀) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. ❗Unlicensed 18 | - inflect (🥉24 · ⭐ 910 · 📉) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT 19 | - flupy (🥉13 · ⭐ 180 · 📉) - Fluent data pipelines for python and your shell. ❗Unlicensed 20 | 21 | -------------------------------------------------------------------------------- /history/2024-04-04_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - polars (🥇41 · ⭐ 26K · 📈) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT 6 | - inflect (🥈31 · ⭐ 910 · 📈) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT 7 | - gino (🥉28 · ⭐ 2.6K · 💀) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. BSD-3 8 | - ubelt (🥉24 · ⭐ 710 · 📈) - A Python utility library with a stdlib like feel and extra.. Apache-2 9 | - flupy (🥉17 · ⭐ 180 · 📈) - Fluent data pipelines for python and your shell. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - redis (🥈36 · ⭐ 12K · 📉) - Redis Python Client. MIT 16 | - keyring (🥉31 · ⭐ 1.2K · 📉) - Store and access your passwords safely. MIT 17 | - libcloud (🥉25 · ⭐ 2K · 📉) - Apache Libcloud is a Python library which hides differences.. Apache-2 18 | - rsa (🥉21 · ⭐ 470 · 📉) - Python-RSA is a pure-Python RSA implementation. ❗Unlicensed 19 | - confluent-kafka-python (🥉15 · 📉) - Confluents Apache Kafka client for Python. ❗Unlicensed 20 | 21 | -------------------------------------------------------------------------------- /history/2024-04-25_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - cpython (🥇50 · ⭐ 60K · 📈) - The Python programming language. MIT 6 | - keyring (🥈39 · ⭐ 1.2K · 📈) - Store and access your passwords safely. MIT 7 | - zipp (🥈35 · ⭐ 50 · 📈) - Backport of pathlib-compatible object wrapper for zip files. MIT 8 | - inflect (🥈34 · ⭐ 920 · 📈) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT 9 | - path (🥉33 · ⭐ 1.1K · 📈) - Object-oriented file system path manipulation. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - pycryptodomex (🥉37 · ⭐ 2.7K · 📉) - A self-contained cryptographic library for Python. BSD-3 16 | - Prometheus Client (🥈34 · ⭐ 3.8K · 📉) - Prometheus instrumentation library for Python.. Apache-2 17 | - docarray (🥈33 · ⭐ 2.7K · 📉) - Represent, send, store and search multimodal data. Apache-2 18 | - zenml (🥈32 · ⭐ 3.7K · 📉) - ZenML : Build portable, production-ready MLOps pipelines... Apache-2 19 | - prisma (🥉27 · ⭐ 1.6K · 📉) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2024-05-09_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - cpython (🥇51 · ⭐ 60K · 📈) - The Python programming language. MIT 6 | - SQLAlchemy (🥇46 · ⭐ 8.9K · 📈) - The Database Toolkit for Python. MIT 7 | - Pygments (🥇43 · ⭐ 1.7K · 📈) - Pygments is a generic syntax highlighter written in Python. BSD-2 8 | - polars (🥇42 · ⭐ 26K · 📈) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT 9 | - confluent-kafka-python (🥉29 · ⭐ 3.6K · 📈) - Confluents Kafka Python Client. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - watchdog (🥈35 · ⭐ 6.3K · 📉) - Python library and shell utilities to monitor filesystem events. Apache-2 16 | - cachetools (🥇34 · ⭐ 2.1K · 📉) - Extensible memoizing collections and decorators. MIT 17 | - micropython (🥈33 · ⭐ 18K · 📉) - MicroPython - a lean and efficient Python implementation.. Python-2.0 18 | - libcloud (🥉32 · ⭐ 2K · 📉) - Apache Libcloud is a Python library which hides differences.. Apache-2 19 | - ptyprocess (🥉24 · ⭐ 210 · 💤) - Run a subprocess in a pseudo terminal. ISC 20 | 21 | -------------------------------------------------------------------------------- /history/2024-05-16_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - dbt (🥈39 · ⭐ 9K · 📈) - dbt enables data analysts and engineers to transform their data using.. Apache-2 6 | - pycryptodomex (🥈39 · ⭐ 2.7K · 📈) - A self-contained cryptographic library for Python. BSD-3 7 | - transitions (🥇34 · ⭐ 5.4K · 📈) - A lightweight, object-oriented finite state machine.. MIT 8 | - gdown (🥈34 · ⭐ 3.9K · 📈) - Google Drive Public File Downloader when Curl/Wget Fails. MIT 9 | - pyhdb (🥉24 · ⭐ 310 · 💀) - SAP HANA Connector in pure Python. Apache-2 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - elasticsearch (🥇41 · ⭐ 4.1K · 📉) - Official Python client for Elasticsearch. Apache-2 16 | - kubernetes (🥈38 · ⭐ 6.5K · 📉) - Official Python client library for kubernetes. Apache-2 17 | - plumbum (🥉34 · ⭐ 2.8K · 📉) - Plumbum: Shell Combinators. MIT 18 | - dateparser (🥈34 · ⭐ 2.5K · 📉) - python parser for human readable dates. BSD-3 19 | - csvkit (🥈33 · ⭐ 5.8K · 📉) - A suite of utilities for converting to and working with CSV, the king.. MIT 20 | 21 | -------------------------------------------------------------------------------- /history/2024-05-23_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - cpython (🥇52 · ⭐ 60K · 📈) - The Python programming language. MIT 6 | - docker (🥈43 · ⭐ 6.7K · 📈) - A Python library for the Docker Engine API. Apache-2 7 | - PyMySQL (🥈40 · ⭐ 7.6K · 📈) - MySQL client library for Python. MIT 8 | - whylogs (🥈32 · ⭐ 2.6K · 📈) - Open standard for end-to-end data and ML monitoring for any.. Apache-2 9 | - contextlib2 (🥉28 · ⭐ 37 · 📈) - contextlib2 is a backport of the standard librarys contextlib.. ❗️psfrag 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - protobuf (🥇50 · ⭐ 64K · 📉) - Protocol Buffers - Googles data interchange format. BSD-3 16 | - attrs (🥇42 · ⭐ 5.1K · 📉) - Python Classes Without Boilerplate. MIT 17 | - dbt (🥈38 · ⭐ 9K · 📉) - dbt enables data analysts and engineers to transform their data using.. Apache-2 18 | - future (🥇38 · ⭐ 1.2K · 📉) - Easy, clean, reliable Python 2/3 compatibility. MIT 19 | - BatchFlow (🥉18 · ⭐ 200 · 📉) - BatchFlow helps you conveniently work with random or.. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2024-05-30_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - protobuf (🥇53 · ⭐ 64K · 📈) - Protocol Buffers - Googles data interchange format. BSD-3 6 | - attrs (🥇43 · ⭐ 5.1K · 📈) - Python Classes Without Boilerplate. MIT 7 | - elasticsearch (🥇42 · ⭐ 4.2K · 📈) - Official Python client for Elasticsearch. Apache-2 8 | - python-prompt-toolkit (🥈39 · ⭐ 9K · 📈) - Library for building powerful interactive command.. BSD-3 9 | - schedule (🥉36 · ⭐ 12K · 📈) - Python job scheduling for humans. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - rq (🥈39 · ⭐ 9.6K · 📉) - Simple job queues for Python. BSD-3 16 | - Tablib (🥇36 · ⭐ 4.5K · 📉) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT 17 | - XlsxWriter (🥉36 · ⭐ 3.5K · 📉) - A Python module for creating Excel XLSX files. BSD-2 18 | - python-dateutil (🥈35 · ⭐ 2.3K · 📉) - Useful extensions to the standard Python datetime.. Apache-2 19 | - python-sortedcontainers (🥇32 · ⭐ 3.3K · 📉) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2 20 | 21 | -------------------------------------------------------------------------------- /history/2024-06-06_changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - polars (🥇44 · ⭐ 27K · 📈) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT 6 | - jsonschema (🥇41 · ⭐ 4.5K · 📈) - An implementation of the JSON Schema specification for Python. MIT 7 | - luigi (🥈38 · ⭐ 17K · 📈) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2 8 | - sqlmodel (🥈37 · ⭐ 13K · 📈) - SQL databases in Python, designed for simplicity, compatibility,.. MIT pydantic 9 | - zipp (🥈36 · ⭐ 52 · 📈) - Backport of pathlib-compatible object wrapper for zip files. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - protobuf (🥇52 · ⭐ 64K · 📉) - Protocol Buffers - Googles data interchange format. BSD-3 16 | - boto3 (🥇48 · ⭐ 8.8K · 📉) - AWS SDK for Python. Apache-2 17 | - attrs (🥇42 · ⭐ 5.1K · 📉) - Python Classes Without Boilerplate. MIT 18 | - paramiko (🥈40 · ⭐ 8.9K · 📉) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 19 | - alembic (🥈36 · ⭐ 2.5K · 📉) - A database migrations tool for SQLAlchemy. MIT 20 | 21 | -------------------------------------------------------------------------------- /latest-changes.md: -------------------------------------------------------------------------------- 1 | ## 📈 Trending Up 2 | 3 | _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ 4 | 5 | - polars (🥇44 · ⭐ 27K · 📈) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT 6 | - jsonschema (🥇41 · ⭐ 4.5K · 📈) - An implementation of the JSON Schema specification for Python. MIT 7 | - luigi (🥈38 · ⭐ 17K · 📈) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2 8 | - sqlmodel (🥈37 · ⭐ 13K · 📈) - SQL databases in Python, designed for simplicity, compatibility,.. MIT pydantic 9 | - zipp (🥈36 · ⭐ 52 · 📈) - Backport of pathlib-compatible object wrapper for zip files. MIT 10 | 11 | ## 📉 Trending Down 12 | 13 | _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ 14 | 15 | - protobuf (🥇52 · ⭐ 64K · 📉) - Protocol Buffers - Googles data interchange format. BSD-3 16 | - boto3 (🥇48 · ⭐ 8.8K · 📉) - AWS SDK for Python. Apache-2 17 | - attrs (🥇42 · ⭐ 5.1K · 📉) - Python Classes Without Boilerplate. MIT 18 | - paramiko (🥈40 · ⭐ 8.9K · 📉) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 19 | - alembic (🥈36 · ⭐ 2.5K · 📉) - A database migrations tool for SQLAlchemy. MIT 20 | 21 | --------------------------------------------------------------------------------