├── .gitignore ├── All Cheat Sheets.pdf ├── Dask.pdf ├── Dask1.png ├── Dask2.png ├── Dask3.png ├── Dask4.png ├── Data Wrangling with dplyr and tidyr - R Studio-1.jpg ├── Data Wrangling with dplyr and tidyr - R Studio-2.jpg ├── Deep Learning Cheat Sheet-Hacker Noon.pdf ├── Keras.jpg ├── LICENSE.md ├── Matplotlib.png ├── Neural Network Cells.png ├── Neural Network Graphs.png ├── Neural Networks Zoo.png ├── Numpy.png ├── PDFs ├── Data Wrangling with dplyr and tidyr - R Studio.pdf ├── Deep Learning Cheat Sheet-Hacker Noon.pdf ├── Keras.pdf ├── Matplotlib.pdf ├── Neural Network Cells.pdf ├── Neural Network Graphs.pdf ├── Neural Networks Zoo.pdf ├── Numpy.pdf ├── Pandas.pdf ├── PySpark.pdf ├── PySpark_RDD.pdf ├── PySpark_SQL.pdf ├── SciPy-Linear Algebra.pdf ├── Scikit-Learn.pdf ├── Seaborn.pdf ├── Tensorflow.pdf └── ggplot2.pdf ├── Pandas-1.jpg ├── Pandas-2.jpg ├── Pandas-3.png ├── PySpark-RDD.png ├── PySpark-SQL.png ├── PySpark.jpg ├── README.md ├── Scikit Learn.png ├── Scipy.png ├── Triplebyte_logo.png ├── _config.yml ├── ggplot2-1.jpg ├── ggplot2-2.jpg ├── screenshots ├── medium-article.png ├── reddit-post.png ├── tensorflow1.png ├── website-2.png └── website.png └── seaborn.png /.gitignore: -------------------------------------------------------------------------------- 1 | .idea -------------------------------------------------------------------------------- /All Cheat Sheets.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/All Cheat Sheets.pdf -------------------------------------------------------------------------------- /Dask.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Dask.pdf -------------------------------------------------------------------------------- /Dask1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Dask1.png -------------------------------------------------------------------------------- /Dask2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Dask2.png -------------------------------------------------------------------------------- /Dask3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Dask3.png -------------------------------------------------------------------------------- /Dask4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Dask4.png -------------------------------------------------------------------------------- /Data Wrangling with dplyr and tidyr - R Studio-1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Data Wrangling with dplyr and tidyr - R Studio-1.jpg -------------------------------------------------------------------------------- /Data Wrangling with dplyr and tidyr - R Studio-2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Data Wrangling with dplyr and tidyr - R Studio-2.jpg -------------------------------------------------------------------------------- /Deep Learning Cheat Sheet-Hacker Noon.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Deep Learning Cheat Sheet-Hacker Noon.pdf -------------------------------------------------------------------------------- /Keras.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Keras.jpg -------------------------------------------------------------------------------- /LICENSE.md: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2017 Kailash Ahirwar 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /Matplotlib.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Matplotlib.png -------------------------------------------------------------------------------- /Neural Network Cells.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Neural Network Cells.png -------------------------------------------------------------------------------- /Neural Network Graphs.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Neural Network Graphs.png -------------------------------------------------------------------------------- /Neural Networks Zoo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Neural Networks Zoo.png -------------------------------------------------------------------------------- /Numpy.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Numpy.png -------------------------------------------------------------------------------- /PDFs/Data Wrangling with dplyr and tidyr - R Studio.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/Data Wrangling with dplyr and tidyr - R Studio.pdf -------------------------------------------------------------------------------- /PDFs/Deep Learning Cheat Sheet-Hacker Noon.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/Deep Learning Cheat Sheet-Hacker Noon.pdf -------------------------------------------------------------------------------- /PDFs/Keras.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/Keras.pdf -------------------------------------------------------------------------------- /PDFs/Matplotlib.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/Matplotlib.pdf -------------------------------------------------------------------------------- /PDFs/Neural Network Cells.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/Neural Network Cells.pdf -------------------------------------------------------------------------------- /PDFs/Neural Network Graphs.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/Neural Network Graphs.pdf -------------------------------------------------------------------------------- /PDFs/Neural Networks Zoo.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/Neural Networks Zoo.pdf -------------------------------------------------------------------------------- /PDFs/Numpy.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/Numpy.pdf -------------------------------------------------------------------------------- /PDFs/Pandas.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/Pandas.pdf -------------------------------------------------------------------------------- /PDFs/PySpark.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/PySpark.pdf -------------------------------------------------------------------------------- /PDFs/PySpark_RDD.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/PySpark_RDD.pdf -------------------------------------------------------------------------------- /PDFs/PySpark_SQL.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/PySpark_SQL.pdf -------------------------------------------------------------------------------- /PDFs/SciPy-Linear Algebra.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/SciPy-Linear Algebra.pdf -------------------------------------------------------------------------------- /PDFs/Scikit-Learn.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/Scikit-Learn.pdf -------------------------------------------------------------------------------- /PDFs/Seaborn.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/Seaborn.pdf -------------------------------------------------------------------------------- /PDFs/Tensorflow.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/Tensorflow.pdf -------------------------------------------------------------------------------- /PDFs/ggplot2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PDFs/ggplot2.pdf -------------------------------------------------------------------------------- /Pandas-1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Pandas-1.jpg -------------------------------------------------------------------------------- /Pandas-2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Pandas-2.jpg -------------------------------------------------------------------------------- /Pandas-3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Pandas-3.png -------------------------------------------------------------------------------- /PySpark-RDD.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PySpark-RDD.png -------------------------------------------------------------------------------- /PySpark-SQL.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PySpark-SQL.png -------------------------------------------------------------------------------- /PySpark.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/PySpark.jpg -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # AI Cheatsheets 2 | 3 | Essential Cheat Sheets for deep learning and machine learning engineers 4 | 5 | Website: https://aicheatsheets.com 6 | 7 |

8 | 9 |

10 |

11 | Looking for a new job? Take Triplebyte’s quiz and get a job at top companies like Adobe, Dropbox and Instacart! 12 |

13 | 14 | ![website-1](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/screenshots/website.png) 15 | 16 | ![website-2](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/screenshots/website-2.png) 17 | 18 | ![tensorflow-1](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/screenshots/tensorflow1.png) 19 | 20 | Medium Article: https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5 21 | 22 | ![medium-article](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/screenshots/medium-article.png) 23 | 24 | Reddit Thread: https://www.reddit.com/r/Python/comments/cyslju/ai_cheatsheets_now_learn_tensorflow_keras_pytorch/?utm_source=share&utm_medium=web2x 25 | 26 | ![reddit-post](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/screenshots/reddit-post.png) 27 | 28 | 29 | - [**Tensorflow**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/Tensorflow.pdf)
30 | - [**Keras**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Keras.jpg)
31 | - [**Neural Networks Zoo**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Neural%20Networks%20Zoo.png)
32 | - [**Numpy**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Numpy.png)
33 | - [**Scipy**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Scipy.png)
34 | - [**Pandas-1**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Pandas-1.jpg)
35 | - [**Pandas-2**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Pandas-2.jpg)
36 | - [**Pandas-3**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Pandas-3.png)
37 | - [**Scikit-learn**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Scikit%20Learn.png)
38 | - [**Matplotlib**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Matplotlib.png)
39 | - [**Seaborn**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/seaborn.png)
40 | - [**ggplot2-1**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/ggplot2-1.jpg)
41 | - [**ggplot2-2**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/ggplot2-2.jpg)
42 | - [**PySpark**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PySpark.jpg)
43 | - [**PySpark-RDD**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PySpark-RDD.png)
44 | - [**PySpark-SQL**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PySpark-SQL.png)
45 | - [**R Studio(dplyr & tidyr)-1**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Data%20Wrangling%20with%20dplyr%20and%20tidyr%20-%20R%20Studio-1.jpg)
46 | - [**R Studio(dplyr & tidyr)-2**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Data%20Wrangling%20with%20dplyr%20and%20tidyr%20-%20R%20Studio-2.jpg)
47 | - [**Neural Network Cells**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Neural%20Network%20Cells.png)
48 | - [**Neural Network Graphs**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Neural%20Network%20Graphs.png)
49 | - [**Deep Learning Cheat Sheet**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Deep%20Learning%20Cheat%20Sheet-Hacker%20Noon.pdf)
50 | - [**Dask1**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Dask1.png) 51 | - [**Dask2**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Dask2.png) 52 | - [**Dask3**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Dask3.png) 53 | - [**Dask4**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/Dask4.png) 54 | - [**All Cheat Sheets(PDF)**](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/All%20Cheat%20Sheets.pdf)
55 | 56 | [**Medium Article**](https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5) 57 | 58 | License 59 | ----------------- 60 | 61 | [MIT License](https://github.com/kailashahirwar/cheatsheets-ai/blob/master/LICENSE.md) 62 | 63 | [AI Cheatsheets](https://aicheatsheets.com) -------------------------------------------------------------------------------- /Scikit Learn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Scikit Learn.png -------------------------------------------------------------------------------- /Scipy.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Scipy.png -------------------------------------------------------------------------------- /Triplebyte_logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/Triplebyte_logo.png -------------------------------------------------------------------------------- /_config.yml: -------------------------------------------------------------------------------- 1 | theme: jekyll-theme-cayman -------------------------------------------------------------------------------- /ggplot2-1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/ggplot2-1.jpg -------------------------------------------------------------------------------- /ggplot2-2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/ggplot2-2.jpg -------------------------------------------------------------------------------- /screenshots/medium-article.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/screenshots/medium-article.png -------------------------------------------------------------------------------- /screenshots/reddit-post.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/screenshots/reddit-post.png -------------------------------------------------------------------------------- /screenshots/tensorflow1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/screenshots/tensorflow1.png -------------------------------------------------------------------------------- /screenshots/website-2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/screenshots/website-2.png -------------------------------------------------------------------------------- /screenshots/website.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/screenshots/website.png -------------------------------------------------------------------------------- /seaborn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kailashahirwar/cheatsheets-ai/8be2a53d7841892a54ea18369935965492ea3600/seaborn.png --------------------------------------------------------------------------------