├── .github └── workflows │ ├── python-publish.yml │ └── pythonpackage.yml ├── .gitignore ├── LICENSE ├── MANIFEST.in ├── README.md ├── docs ├── .buildinfo ├── Makefile ├── _sources │ ├── index.rst.txt │ ├── modules.rst.txt │ ├── nlplot.rst.txt │ └── setup.rst.txt ├── _static │ ├── basic.css │ ├── css │ │ ├── badge_only.css │ │ ├── fonts │ │ │ ├── Roboto-Slab-Bold.woff │ │ │ ├── Roboto-Slab-Bold.woff2 │ │ │ ├── Roboto-Slab-Regular.woff │ │ │ ├── Roboto-Slab-Regular.woff2 │ │ │ ├── fontawesome-webfont.eot │ │ │ ├── fontawesome-webfont.svg │ │ │ ├── fontawesome-webfont.ttf │ │ │ ├── fontawesome-webfont.woff │ │ │ ├── fontawesome-webfont.woff2 │ │ │ ├── lato-bold-italic.woff │ │ │ ├── lato-bold-italic.woff2 │ │ │ ├── lato-bold.woff │ │ │ ├── lato-bold.woff2 │ │ │ ├── lato-normal-italic.woff │ │ │ ├── lato-normal-italic.woff2 │ │ │ ├── lato-normal.woff │ │ │ └── lato-normal.woff2 │ │ └── theme.css │ ├── doctools.js │ ├── documentation_options.js │ ├── file.png │ ├── fonts │ │ ├── Inconsolata-Bold.ttf │ │ ├── Inconsolata-Regular.ttf │ │ ├── Inconsolata.ttf │ │ ├── Lato-Bold.ttf │ │ ├── Lato-Regular.ttf │ │ ├── Lato │ │ │ ├── lato-bold.eot │ │ │ ├── lato-bold.ttf │ │ │ ├── lato-bold.woff │ │ │ ├── lato-bold.woff2 │ │ │ ├── lato-bolditalic.eot │ │ │ ├── lato-bolditalic.ttf │ │ │ ├── lato-bolditalic.woff │ │ │ ├── lato-bolditalic.woff2 │ │ │ ├── lato-italic.eot │ │ │ ├── lato-italic.ttf │ │ │ ├── lato-italic.woff │ │ │ ├── lato-italic.woff2 │ │ │ ├── lato-regular.eot │ │ │ ├── lato-regular.ttf │ │ │ ├── lato-regular.woff │ │ │ └── lato-regular.woff2 │ │ ├── RobotoSlab-Bold.ttf │ │ ├── RobotoSlab-Regular.ttf │ │ ├── RobotoSlab │ │ │ ├── roboto-slab-v7-bold.eot │ │ │ ├── roboto-slab-v7-bold.ttf │ │ │ ├── roboto-slab-v7-bold.woff │ │ │ ├── roboto-slab-v7-bold.woff2 │ │ │ ├── roboto-slab-v7-regular.eot │ │ │ ├── roboto-slab-v7-regular.ttf │ │ │ ├── roboto-slab-v7-regular.woff │ │ │ └── roboto-slab-v7-regular.woff2 │ │ ├── fontawesome-webfont.eot │ │ ├── fontawesome-webfont.svg │ │ ├── fontawesome-webfont.ttf │ │ ├── fontawesome-webfont.woff │ │ └── fontawesome-webfont.woff2 │ ├── jquery-3.5.1.js │ ├── jquery.js │ ├── js │ │ ├── badge_only.js │ │ ├── html5shiv-printshiv.min.js │ │ ├── html5shiv.min.js │ │ ├── modernizr.min.js │ │ └── theme.js │ ├── language_data.js │ ├── minus.png │ ├── plus.png │ ├── pygments.css │ ├── searchtools.js │ ├── underscore-1.13.1.js │ └── underscore.js ├── conf.py ├── genindex.html ├── index.html ├── index.rst ├── make.bat ├── modules.html ├── modules.rst ├── nlplot.html ├── nlplot.rst ├── objects.inv ├── py-modindex.html ├── search.html ├── searchindex.js ├── setup.html └── setup.rst ├── nlplot ├── __init__.py ├── data │ └── mplus-1c-regular.ttf └── nlplot.py ├── requirements-dev.txt ├── requirements.txt ├── setup.py └── tests └── test_nlplot.py /.github/workflows/python-publish.yml: -------------------------------------------------------------------------------- 1 | name: Upload Python Package 2 | 3 | on: 4 | release: 5 | types: [created] 6 | 7 | jobs: 8 | deploy: 9 | runs-on: ubuntu-latest 10 | 11 | steps: 12 | - uses: actions/checkout@v2 13 | - name: Set up Python 14 | uses: actions/setup-python@v2 15 | with: 16 | python-version: '3.x' 17 | - name: Install dependencies 18 | run: | 19 | python -m pip install --upgrade pip 20 | pip install setuptools wheel twine 21 | - name: Build and publish 22 | env: 23 | TWINE_USERNAME: ${{ secrets.PYPI_USERNAME }} 24 | TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }} 25 | run: | 26 | python setup.py sdist bdist_wheel 27 | twine upload dist/* 28 | -------------------------------------------------------------------------------- /.github/workflows/pythonpackage.yml: -------------------------------------------------------------------------------- 1 | name: Python package 2 | 3 | on: [push, pull_request] 4 | 5 | jobs: 6 | build: 7 | runs-on: ubuntu-latest 8 | 9 | strategy: 10 | max-parallel: 4 11 | matrix: 12 | python-version: [3.6, 3.7, 3.8] 13 | 14 | steps: 15 | - uses: actions/checkout@v2 16 | - name: Set up Python ${{ matrix.python-version }} 17 | uses: actions/setup-python@v2 18 | with: 19 | python-version: ${{ matrix.python-version }} 20 | - uses: actions/cache@v1 21 | with: 22 | path: ~/.cache/pip 23 | key: > 24 | ${{ runner.os }}-pip- 25 | ${{ hashFiles('**/requirements-dev.txt') }} 26 | restore-keys: | 27 | ${{ runner.os }}-pip- 28 | - name: Install dependencies 29 | run: | 30 | python -m pip install --upgrade pip 31 | pip install -r requirements-dev.txt 32 | - name: Lint with flake8 33 | run: | 34 | # stop the build if there are Python syntax errors or undefined names 35 | flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics 36 | # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide 37 | flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics 38 | - name: Test with pytest 39 | run: | 40 | export PYTHONPATH=./ 41 | pytest --verbose --color=yes 42 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | 2 | # Created by https://www.gitignore.io/api/code,linux,macos,python,pycharm,windows,jupyternotebooks 3 | # Edit at https://www.gitignore.io/?templates=code,linux,macos,python,pycharm,windows,jupyternotebooks 4 | 5 | ### Code ### 6 | .vscode/* 7 | !.vscode/settings.json 8 | !.vscode/tasks.json 9 | !.vscode/launch.json 10 | !.vscode/extensions.json 11 | 12 | ### JupyterNotebooks ### 13 | # gitignore template for Jupyter Notebooks 14 | # website: http://jupyter.org/ 15 | 16 | .ipynb_checkpoints 17 | */.ipynb_checkpoints/* 18 | 19 | # IPython 20 | profile_default/ 21 | ipython_config.py 22 | 23 | # Remove previous ipynb_checkpoints 24 | # git rm -r .ipynb_checkpoints/ 25 | 26 | ### Linux ### 27 | *~ 28 | 29 | # temporary files which can be created if a process still has a handle open of a deleted file 30 | .fuse_hidden* 31 | 32 | # KDE directory preferences 33 | .directory 34 | 35 | # Linux trash folder which might appear on any partition or disk 36 | .Trash-* 37 | 38 | # .nfs files are created when an open file is removed but is still being accessed 39 | .nfs* 40 | 41 | ### macOS ### 42 | # General 43 | .DS_Store 44 | .AppleDouble 45 | .LSOverride 46 | 47 | # Icon must end with two \r 48 | Icon 49 | 50 | # Thumbnails 51 | ._* 52 | 53 | # Files that might appear in the root of a volume 54 | .DocumentRevisions-V100 55 | .fseventsd 56 | .Spotlight-V100 57 | .TemporaryItems 58 | .Trashes 59 | .VolumeIcon.icns 60 | .com.apple.timemachine.donotpresent 61 | 62 | # Directories potentially created on remote AFP share 63 | .AppleDB 64 | .AppleDesktop 65 | Network Trash Folder 66 | Temporary Items 67 | .apdisk 68 | 69 | ### PyCharm ### 70 | # Covers JetBrains IDEs: IntelliJ, RubyMine, PhpStorm, AppCode, PyCharm, CLion, Android Studio and WebStorm 71 | # Reference: https://intellij-support.jetbrains.com/hc/en-us/articles/206544839 72 | 73 | # User-specific stuff 74 | .idea/**/workspace.xml 75 | .idea/**/tasks.xml 76 | .idea/**/usage.statistics.xml 77 | .idea/**/dictionaries 78 | .idea/**/shelf 79 | 80 | # Generated files 81 | .idea/**/contentModel.xml 82 | 83 | # Sensitive or high-churn files 84 | .idea/**/dataSources/ 85 | .idea/**/dataSources.ids 86 | .idea/**/dataSources.local.xml 87 | .idea/**/sqlDataSources.xml 88 | .idea/**/dynamic.xml 89 | .idea/**/uiDesigner.xml 90 | .idea/**/dbnavigator.xml 91 | 92 | # Gradle 93 | .idea/**/gradle.xml 94 | .idea/**/libraries 95 | 96 | # Gradle and Maven with auto-import 97 | # When using Gradle or Maven with auto-import, you should exclude module files, 98 | # since they will be recreated, and may cause churn. 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*.iml 143 | # modules.xml 144 | # .idea/misc.xml 145 | # *.ipr 146 | 147 | # Sonarlint plugin 148 | .idea/**/sonarlint/ 149 | 150 | # SonarQube Plugin 151 | .idea/**/sonarIssues.xml 152 | 153 | # Markdown Navigator plugin 154 | .idea/**/markdown-navigator.xml 155 | .idea/**/markdown-navigator/ 156 | 157 | ### Python ### 158 | # Byte-compiled / optimized / DLL files 159 | __pycache__/ 160 | *.py[cod] 161 | *$py.class 162 | 163 | # C extensions 164 | *.so 165 | 166 | # Distribution / packaging 167 | .Python 168 | build/ 169 | develop-eggs/ 170 | dist/ 171 | downloads/ 172 | eggs/ 173 | .eggs/ 174 | lib/ 175 | lib64/ 176 | parts/ 177 | sdist/ 178 | var/ 179 | wheels/ 180 | pip-wheel-metadata/ 181 | share/python-wheels/ 182 | *.egg-info/ 183 | .installed.cfg 184 | *.egg 185 | MANIFEST 186 | 187 | # PyInstaller 188 | # Usually these files are written by a python script from a template 189 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 190 | *.manifest 191 | *.spec 192 | 193 | # Installer logs 194 | pip-log.txt 195 | pip-delete-this-directory.txt 196 | 197 | # Unit test / coverage reports 198 | htmlcov/ 199 | .tox/ 200 | .nox/ 201 | .coverage 202 | .coverage.* 203 | .cache 204 | nosetests.xml 205 | coverage.xml 206 | *.cover 207 | .hypothesis/ 208 | .pytest_cache/ 209 | 210 | # Translations 211 | *.mo 212 | *.pot 213 | 214 | # Scrapy stuff: 215 | .scrapy 216 | 217 | # Sphinx documentation 218 | docs/_build/ 219 | 220 | # PyBuilder 221 | target/ 222 | 223 | # pyenv 224 | .python-version 225 | 226 | # pipenv 227 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 228 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 229 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 230 | # install all needed dependencies. 231 | #Pipfile.lock 232 | 233 | # celery beat schedule file 234 | celerybeat-schedule 235 | 236 | # SageMath parsed files 237 | *.sage.py 238 | 239 | # Spyder project settings 240 | .spyderproject 241 | .spyproject 242 | 243 | # Rope project settings 244 | .ropeproject 245 | 246 | # Mr Developer 247 | .mr.developer.cfg 248 | .project 249 | .pydevproject 250 | 251 | # mkdocs documentation 252 | /site 253 | 254 | # mypy 255 | .mypy_cache/ 256 | .dmypy.json 257 | dmypy.json 258 | 259 | # Pyre type checker 260 | .pyre/ 261 | 262 | ### Windows ### 263 | # Windows thumbnail cache files 264 | Thumbs.db 265 | Thumbs.db:encryptable 266 | ehthumbs.db 267 | ehthumbs_vista.db 268 | 269 | # Dump file 270 | *.stackdump 271 | 272 | # Folder config file 273 | [Dd]esktop.ini 274 | 275 | # Recycle Bin used on file shares 276 | $RECYCLE.BIN/ 277 | 278 | # Windows Installer files 279 | *.cab 280 | *.msi 281 | *.msix 282 | *.msm 283 | *.msp 284 | 285 | # Windows shortcuts 286 | *.lnk 287 | 288 | # End of https://www.gitignore.io/api/code,linux,macos,python,pycharm,windows,jupyternotebooks 289 | 290 | .idea -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2020 takapy 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 | -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- 1 | include LICENSE 2 | include *.md 3 | include *.txt 4 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # 📝 nlplot 2 | nlplot: Analysis and visualization module for Natural Language Processing 📈 3 | 4 | ## Description 5 | Facilitates the visualization of natural language processing and provides quicker analysis 6 | 7 | You can draw the following graph 8 | 9 | 1. [N-gram bar chart](https://htmlpreview.github.io/?https://github.com/takapy0210/takapy_blog/blob/master/nlp/twitter_analytics_using_nlplot/2020-05-17_uni-gram.html) 10 | 2. [N-gram tree Map](https://htmlpreview.github.io/?https://github.com/takapy0210/takapy_blog/blob/master/nlp/twitter_analytics_using_nlplot/2020-05-17_Tree%20of%20Most%20Common%20Words.html) 11 | 3. [Histogram of the word count](https://htmlpreview.github.io/?https://github.com/takapy0210/takapy_blog/blob/master/nlp/twitter_analytics_using_nlplot/2020-05-17_number%20of%20words%20distribution.html) 12 | 4. [wordcloud](https://github.com/takapy0210/takapy_blog/blob/master/nlp/twitter_analytics_using_nlplot/wordcloud.png) 13 | 5. [co-occurrence networks](https://htmlpreview.github.io/?https://github.com/takapy0210/takapy_blog/blob/master/nlp/twitter_analytics_using_nlplot/2020-05-17_Co-occurrence%20network.html) 14 | 6. [sunburst chart](https://htmlpreview.github.io/?https://github.com/takapy0210/takapy_blog/blob/master/nlp/twitter_analytics_using_nlplot/2020-05-17_sunburst%20chart.html) 15 | 16 | （Tested in English and Japanese） 17 | 18 | ## Requirement 19 | - [python package](https://github.com/takapy0210/nlplot/blob/master/requirements.txt) 20 | 21 | ## Installation 22 | ```sh 23 | pip install nlplot 24 | ``` 25 | 26 | I've posted on [this blog](https://www.takapy.work/entry/2020/05/17/192947) about the specific use. (Japanese) 27 | 28 | And, The sample code is also available [in the kernel of kaggle](https://www.kaggle.com/takanobu0210/twitter-sentiment-eda-using-nlplot). (English) 29 | 30 | ## Quick start - Data Preparation 31 | 32 | The column to be analyzed must be a space-delimited string 33 | 34 | ```python 35 | # sample data 36 | target_col = "text" 37 | texts = [ 38 | "Think rich look poor", 39 | "When you come to a roadblock, take a detour", 40 | "When it is dark enough, you can see the stars", 41 | "Never let your memories be greater than your dreams", 42 | "Victory is sweetest when you’ve known defeat" 43 | ] 44 | df = pd.DataFrame({target_col: texts}) 45 | df.head() 46 | ``` 47 | 48 | | | text | 49 | | ---- | ---- | 50 | | 0 | Think rich look poor | 51 | | 1 | When you come to a roadblock, take a detour | 52 | | 2 | When it is dark enough, you can see the stars | 53 | | 3 | Never let your memories be greater than your dreams | 54 | | 4 | Victory is sweetest when you’ve known defeat | 55 | 56 | 57 | ## Quick start - Python API 58 | ```python 59 | import nlplot 60 | import pandas as pd 61 | import plotly 62 | from plotly.subplots import make_subplots 63 | from plotly.offline import iplot 64 | import matplotlib.pyplot as plt 65 | 66 | %matplotlib inline 67 | 68 | # target_col as a list type or a string separated by a space. 69 | npt = nlplot.NLPlot(df, target_col='text') 70 | 71 | # Stopword calculations can be performed. 72 | stopwords = npt.get_stopword(top_n=30, min_freq=0) 73 | 74 | # 1. N-gram bar chart 75 | fig_unigram = npt.bar_ngram( 76 | title='uni-gram', 77 | xaxis_label='word_count', 78 | yaxis_label='word', 79 | ngram=1, 80 | top_n=50, 81 | width=800, 82 | height=1100, 83 | color=None, 84 | horizon=True, 85 | stopwords=stopwords, 86 | verbose=False, 87 | save=False, 88 | ) 89 | fig_unigram.show() 90 | 91 | fig_bigram = npt.bar_ngram( 92 | title='bi-gram', 93 | xaxis_label='word_count', 94 | yaxis_label='word', 95 | ngram=2, 96 | top_n=50, 97 | width=800, 98 | height=1100, 99 | color=None, 100 | horizon=True, 101 | stopwords=stopwords, 102 | verbose=False, 103 | save=False, 104 | ) 105 | fig_bigram.show() 106 | 107 | 108 | # 2. N-gram tree Map 109 | fig_treemap = npt.treemap( 110 | title='Tree map', 111 | ngram=1, 112 | top_n=50, 113 | width=1300, 114 | height=600, 115 | stopwords=stopwords, 116 | verbose=False, 117 | save=False 118 | ) 119 | fig_treemap.show() 120 | 121 | 122 | # 3. Histogram of the word count 123 | fig_histgram = npt.word_distribution( 124 | title='word distribution', 125 | xaxis_label='count', 126 | yaxis_label='', 127 | width=1000, 128 | height=500, 129 | color=None, 130 | template='plotly', 131 | bins=None, 132 | save=False, 133 | ) 134 | fig_histgram.show() 135 | 136 | 137 | # 4. wordcloud 138 | fig_wc = npt.wordcloud( 139 | width=1000, 140 | height=600, 141 | max_words=100, 142 | max_font_size=100, 143 | colormap='tab20_r', 144 | stopwords=stopwords, 145 | mask_file=None, 146 | save=False 147 | ) 148 | plt.figure(figsize=(15, 25)) 149 | plt.imshow(fig_wc, interpolation="bilinear") 150 | plt.axis("off") 151 | plt.show() 152 | 153 | 154 | # 5. co-occurrence networks 155 | npt.build_graph(stopwords=stopwords, min_edge_frequency=10) 156 | # The number of nodes and edges to which this output is plotted. 157 | # If this number is too large, plotting will take a long time, so adjust the [min_edge_frequency] well. 158 | # >> node_size:70, edge_size:166 159 | fig_co_network = npt.co_network( 160 | title='Co-occurrence network', 161 | sizing=100, 162 | node_size='adjacency_frequency', 163 | color_palette='hls', 164 | width=1100, 165 | height=700, 166 | save=False 167 | ) 168 | iplot(fig_co_network) 169 | 170 | 171 | # 6. sunburst chart 172 | fig_sunburst = npt.sunburst( 173 | title='sunburst chart', 174 | colorscale=True, 175 | color_continuous_scale='Oryel', 176 | width=1000, 177 | height=800, 178 | save=False 179 | ) 180 | fig_sunburst.show() 181 | 182 | 183 | # other 184 | # The original data frame of the co-occurrence network can also be accessed 185 | display( 186 | npt.node_df.head(), npt.node_df.shape, 187 | npt.edge_df.head(), npt.edge_df.shape 188 | ) 189 | 190 | ``` 191 | 192 | ## Document 193 | TBD 194 | 195 | ## Test 196 | ```sh 197 | cd tests 198 | pytest 199 | ``` 200 | 201 | ## Other 202 | 203 | - Plotly is used to plot the figure 204 | - https://plotly.com/python/ 205 | 206 | - co-occurrence networks is used to calculate the co-occurrence network 207 | - https://networkx.github.io/documentation/stable/tutorial.html 208 | 209 | - wordcloud uses the following fonts 210 | - https://mplus-fonts.osdn.jp/about.html 211 | -------------------------------------------------------------------------------- /docs/.buildinfo: -------------------------------------------------------------------------------- 1 | # Sphinx build info version 1 2 | # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. 3 | config: 7ec0a9f372555320d692093a598b158e 4 | tags: 645f666f9bcd5a90fca523b33c5a78b7 5 | -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- 1 | # Minimal makefile for Sphinx documentation 2 | # 3 | 4 | # You can set these variables from the command line, and also 5 | # from the environment for the first two. 6 | SPHINXOPTS ?= 7 | SPHINXBUILD ?= sphinx-build 8 | SOURCEDIR = . 9 | BUILDDIR = _build 10 | 11 | # Put it first so that "make" without argument is like "make help". 12 | help: 13 | @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) 14 | 15 | .PHONY: help Makefile 16 | 17 | # Catch-all target: route all unknown targets to Sphinx using the new 18 | # "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). 19 | %: Makefile 20 | @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) 21 | -------------------------------------------------------------------------------- /docs/_sources/index.rst.txt: -------------------------------------------------------------------------------- 1 | .. nlplot documentation master file, created by 2 | sphinx-quickstart on Sun Jul 11 19:28:08 2021. 3 | You can adapt this file completely to your liking, but it should at least 4 | contain the root `toctree` directive. 5 | 6 | Welcome to nlplot's documentation! 7 | ================================== 8 | 9 | .. toctree:: 10 | :maxdepth: 2 11 | :caption: Contents: 12 | 13 | nlplot 14 | 15 | 16 | 17 | Indices and tables 18 | ================== 19 | 20 | * :ref:`genindex` 21 | * :ref:`modindex` 22 | * :ref:`search` 23 | -------------------------------------------------------------------------------- /docs/_sources/modules.rst.txt: -------------------------------------------------------------------------------- 1 | nlplot 2 | ====== 3 | 4 | .. toctree:: 5 | :maxdepth: 4 6 | 7 | nlplot 8 | setup 9 | -------------------------------------------------------------------------------- /docs/_sources/nlplot.rst.txt: -------------------------------------------------------------------------------- 1 | nlplot package 2 | ============== 3 | 4 | Submodules 5 | ---------- 6 | 7 | nlplot.nlplot module 8 | -------------------- 9 | 10 | .. automodule:: nlplot.nlplot 11 | :members: 12 | :undoc-members: 13 | :show-inheritance: 14 | 15 | Module contents 16 | --------------- 17 | 18 | .. automodule:: nlplot 19 | :members: 20 | :undoc-members: 21 | :show-inheritance: 22 | -------------------------------------------------------------------------------- /docs/_sources/setup.rst.txt: -------------------------------------------------------------------------------- 1 | setup module 2 | ============ 3 | 4 | .. automodule:: setup 5 | :members: 6 | :undoc-members: 7 | :show-inheritance: 8 | -------------------------------------------------------------------------------- /docs/_static/basic.css: -------------------------------------------------------------------------------- 1 | /* 2 | * basic.css 3 | * ~~~~~~~~~ 4 | * 5 | * Sphinx stylesheet -- basic theme. 6 | * 7 | * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS. 8 | * :license: BSD, see LICENSE for details. 9 | * 10 | */ 11 | 12 | /* -- main layout ----------------------------------------------------------- */ 13 | 14 | div.clearer { 15 | clear: both; 16 | } 17 | 18 | div.section::after { 19 | display: block; 20 | content: ''; 21 | clear: left; 22 | } 23 | 24 | /* -- relbar ---------------------------------------------------------------- */ 25 | 26 | div.related { 27 | width: 100%; 28 | font-size: 90%; 29 | } 30 | 31 | div.related h3 { 32 | display: none; 33 | } 34 | 35 | div.related ul { 36 | margin: 0; 37 | padding: 0 0 0 10px; 38 | list-style: none; 39 | } 40 | 41 | div.related li { 42 | display: inline; 43 | } 44 | 45 | div.related li.right { 46 | float: right; 47 | margin-right: 5px; 48 | } 49 | 50 | /* -- sidebar --------------------------------------------------------------- */ 51 | 52 | div.sphinxsidebarwrapper { 53 | padding: 10px 5px 0 10px; 54 | } 55 | 56 | div.sphinxsidebar { 57 | float: left; 58 | width: 230px; 59 | margin-left: -100%; 60 | font-size: 90%; 61 | word-wrap: break-word; 62 | overflow-wrap : break-word; 63 | } 64 | 65 | div.sphinxsidebar ul { 66 | list-style: none; 67 | } 68 | 69 | div.sphinxsidebar ul ul, 70 | div.sphinxsidebar ul.want-points { 71 | margin-left: 20px; 72 | list-style: square; 73 | } 74 | 75 | div.sphinxsidebar ul ul { 76 | margin-top: 0; 77 | margin-bottom: 0; 78 | } 79 | 80 | div.sphinxsidebar form { 81 | margin-top: 10px; 82 | } 83 | 84 | div.sphinxsidebar input { 85 | border: 1px solid #98dbcc; 86 | font-family: sans-serif; 87 | font-size: 1em; 88 | } 89 | 90 | div.sphinxsidebar #searchbox form.search { 91 | overflow: hidden; 92 | } 93 | 94 | div.sphinxsidebar #searchbox input[type="text"] { 95 | float: left; 96 | width: 80%; 97 | padding: 0.25em; 98 | box-sizing: border-box; 99 | } 100 | 101 | div.sphinxsidebar #searchbox input[type="submit"] { 102 | float: left; 103 | width: 20%; 104 | border-left: none; 105 | padding: 0.25em; 106 | box-sizing: border-box; 107 | } 108 | 109 | 110 | img { 111 | border: 0; 112 | max-width: 100%; 113 | } 114 | 115 | /* -- search page ----------------------------------------------------------- */ 116 | 117 | ul.search { 118 | margin: 10px 0 0 20px; 119 | padding: 0; 120 | } 121 | 122 | ul.search li { 123 | padding: 5px 0 5px 20px; 124 | background-image: url(file.png); 125 | background-repeat: no-repeat; 126 | background-position: 0 7px; 127 | } 128 | 129 | ul.search li a { 130 | font-weight: bold; 131 | } 132 | 133 | ul.search li p.context { 134 | color: #888; 135 | margin: 2px 0 0 30px; 136 | text-align: left; 137 | } 138 | 139 | ul.keywordmatches li.goodmatch a { 140 | font-weight: bold; 141 | } 142 | 143 | /* -- index page ------------------------------------------------------------ */ 144 | 145 | table.contentstable { 146 | width: 90%; 147 | margin-left: auto; 148 | margin-right: auto; 149 | } 150 | 151 | table.contentstable p.biglink { 152 | line-height: 150%; 153 | } 154 | 155 | a.biglink { 156 | font-size: 1.3em; 157 | } 158 | 159 | span.linkdescr { 160 | font-style: italic; 161 | padding-top: 5px; 162 | font-size: 90%; 163 | } 164 | 165 | /* -- general index --------------------------------------------------------- */ 166 | 167 | table.indextable { 168 | width: 100%; 169 | } 170 | 171 | table.indextable td { 172 | text-align: left; 173 | vertical-align: top; 174 | } 175 | 176 | table.indextable ul { 177 | margin-top: 0; 178 | margin-bottom: 0; 179 | list-style-type: none; 180 | } 181 | 182 | table.indextable > tbody > tr > td > ul { 183 | padding-left: 0em; 184 | } 185 | 186 | table.indextable tr.pcap { 187 | height: 10px; 188 | } 189 | 190 | table.indextable tr.cap { 191 | margin-top: 10px; 192 | background-color: #f2f2f2; 193 | } 194 | 195 | img.toggler { 196 | margin-right: 3px; 197 | margin-top: 3px; 198 | cursor: pointer; 199 | } 200 | 201 | div.modindex-jumpbox { 202 | border-top: 1px solid #ddd; 203 | border-bottom: 1px solid #ddd; 204 | margin: 1em 0 1em 0; 205 | padding: 0.4em; 206 | } 207 | 208 | div.genindex-jumpbox { 209 | border-top: 1px solid #ddd; 210 | border-bottom: 1px solid #ddd; 211 | margin: 1em 0 1em 0; 212 | padding: 0.4em; 213 | } 214 | 215 | /* -- domain module index --------------------------------------------------- */ 216 | 217 | table.modindextable td { 218 | padding: 2px; 219 | border-collapse: collapse; 220 | } 221 | 222 | /* -- general body styles --------------------------------------------------- */ 223 | 224 | div.body { 225 | min-width: 450px; 226 | max-width: 800px; 227 | } 228 | 229 | div.body p, div.body dd, div.body li, div.body blockquote { 230 | -moz-hyphens: auto; 231 | -ms-hyphens: auto; 232 | -webkit-hyphens: auto; 233 | hyphens: auto; 234 | } 235 | 236 | a.headerlink { 237 | visibility: hidden; 238 | } 239 | 240 | a.brackets:before, 241 | span.brackets > a:before{ 242 | content: "["; 243 | } 244 | 245 | a.brackets:after, 246 | span.brackets > a:after { 247 | content: "]"; 248 | } 249 | 250 | h1:hover > a.headerlink, 251 | h2:hover > a.headerlink, 252 | h3:hover > a.headerlink, 253 | h4:hover > a.headerlink, 254 | h5:hover > a.headerlink, 255 | h6:hover > a.headerlink, 256 | dt:hover > a.headerlink, 257 | caption:hover > a.headerlink, 258 | p.caption:hover > a.headerlink, 259 | div.code-block-caption:hover > a.headerlink { 260 | visibility: visible; 261 | } 262 | 263 | div.body p.caption { 264 | text-align: inherit; 265 | } 266 | 267 | div.body td { 268 | text-align: left; 269 | } 270 | 271 | .first { 272 | margin-top: 0 !important; 273 | } 274 | 275 | p.rubric { 276 | margin-top: 30px; 277 | font-weight: bold; 278 | } 279 | 280 | img.align-left, figure.align-left, .figure.align-left, object.align-left { 281 | clear: left; 282 | float: left; 283 | margin-right: 1em; 284 | } 285 | 286 | img.align-right, figure.align-right, .figure.align-right, object.align-right { 287 | clear: right; 288 | float: right; 289 | margin-left: 1em; 290 | } 291 | 292 | img.align-center, figure.align-center, .figure.align-center, object.align-center { 293 | display: block; 294 | margin-left: auto; 295 | margin-right: auto; 296 | } 297 | 298 | img.align-default, figure.align-default, .figure.align-default { 299 | display: block; 300 | margin-left: auto; 301 | margin-right: auto; 302 | } 303 | 304 | .align-left { 305 | text-align: left; 306 | } 307 | 308 | .align-center { 309 | text-align: center; 310 | } 311 | 312 | .align-default { 313 | text-align: center; 314 | } 315 | 316 | .align-right { 317 | text-align: right; 318 | } 319 | 320 | /* -- sidebars -------------------------------------------------------------- */ 321 | 322 | div.sidebar, 323 | aside.sidebar { 324 | margin: 0 0 0.5em 1em; 325 | border: 1px solid #ddb; 326 | padding: 7px; 327 | background-color: #ffe; 328 | width: 40%; 329 | float: right; 330 | clear: right; 331 | overflow-x: auto; 332 | } 333 | 334 | p.sidebar-title { 335 | font-weight: bold; 336 | } 337 | 338 | div.admonition, div.topic, blockquote { 339 | clear: left; 340 | } 341 | 342 | /* -- topics ---------------------------------------------------------------- */ 343 | 344 | div.topic { 345 | border: 1px solid #ccc; 346 | padding: 7px; 347 | margin: 10px 0 10px 0; 348 | } 349 | 350 | p.topic-title { 351 | font-size: 1.1em; 352 | font-weight: bold; 353 | margin-top: 10px; 354 | } 355 | 356 | /* -- admonitions ----------------------------------------------------------- */ 357 | 358 | div.admonition { 359 | margin-top: 10px; 360 | margin-bottom: 10px; 361 | padding: 7px; 362 | } 363 | 364 | div.admonition dt { 365 | font-weight: bold; 366 | } 367 | 368 | p.admonition-title { 369 | margin: 0px 10px 5px 0px; 370 | font-weight: bold; 371 | } 372 | 373 | div.body p.centered { 374 | text-align: center; 375 | margin-top: 25px; 376 | } 377 | 378 | /* -- content of sidebars/topics/admonitions -------------------------------- */ 379 | 380 | div.sidebar > :last-child, 381 | aside.sidebar > :last-child, 382 | div.topic > :last-child, 383 | div.admonition > :last-child { 384 | margin-bottom: 0; 385 | } 386 | 387 | div.sidebar::after, 388 | aside.sidebar::after, 389 | div.topic::after, 390 | div.admonition::after, 391 | blockquote::after { 392 | display: block; 393 | content: ''; 394 | clear: both; 395 | } 396 | 397 | /* -- tables ---------------------------------------------------------------- */ 398 | 399 | table.docutils { 400 | margin-top: 10px; 401 | margin-bottom: 10px; 402 | border: 0; 403 | border-collapse: collapse; 404 | } 405 | 406 | table.align-center { 407 | margin-left: auto; 408 | margin-right: auto; 409 | } 410 | 411 | table.align-default { 412 | margin-left: auto; 413 | margin-right: auto; 414 | } 415 | 416 | table caption span.caption-number { 417 | font-style: italic; 418 | } 419 | 420 | table caption span.caption-text { 421 | } 422 | 423 | table.docutils td, table.docutils th { 424 | padding: 1px 8px 1px 5px; 425 | border-top: 0; 426 | border-left: 0; 427 | border-right: 0; 428 | border-bottom: 1px solid #aaa; 429 | } 430 | 431 | table.footnote td, table.footnote th { 432 | border: 0 !important; 433 | } 434 | 435 | th { 436 | text-align: left; 437 | padding-right: 5px; 438 | } 439 | 440 | table.citation { 441 | border-left: solid 1px gray; 442 | margin-left: 1px; 443 | } 444 | 445 | table.citation td { 446 | border-bottom: none; 447 | } 448 | 449 | th > :first-child, 450 | td > :first-child { 451 | margin-top: 0px; 452 | } 453 | 454 | th > :last-child, 455 | td > :last-child { 456 | margin-bottom: 0px; 457 | } 458 | 459 | /* -- figures --------------------------------------------------------------- */ 460 | 461 | div.figure, figure { 462 | margin: 0.5em; 463 | padding: 0.5em; 464 | } 465 | 466 | div.figure p.caption, figcaption { 467 | padding: 0.3em; 468 | } 469 | 470 | div.figure p.caption span.caption-number, 471 | figcaption span.caption-number { 472 | font-style: italic; 473 | } 474 | 475 | div.figure p.caption span.caption-text, 476 | figcaption span.caption-text { 477 | } 478 | 479 | /* -- field list styles ----------------------------------------------------- */ 480 | 481 | table.field-list td, table.field-list th { 482 | border: 0 !important; 483 | } 484 | 485 | .field-list ul { 486 | margin: 0; 487 | padding-left: 1em; 488 | } 489 | 490 | .field-list p { 491 | margin: 0; 492 | } 493 | 494 | .field-name { 495 | -moz-hyphens: manual; 496 | -ms-hyphens: manual; 497 | -webkit-hyphens: manual; 498 | hyphens: manual; 499 | } 500 | 501 | /* -- hlist styles ---------------------------------------------------------- */ 502 | 503 | table.hlist { 504 | margin: 1em 0; 505 | } 506 | 507 | table.hlist td { 508 | vertical-align: top; 509 | } 510 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"error", "assert", "dir", 22 | "dirxml", "group", "groupEnd", "time", "timeEnd", "count", "trace", 23 | "profile", "profileEnd"]; 24 | window.console = {}; 25 | for (var i = 0; i < names.length; ++i) 26 | window.console[names[i]] = function() {}; 27 | } 28 | */ 29 | 30 | /** 31 | * small helper function to urldecode strings 32 | * 33 | * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/decodeURIComponent#Decoding_query_parameters_from_a_URL 34 | */ 35 | jQuery.urldecode = function(x) { 36 | if (!x) { 37 | return x 38 | } 39 | return decodeURIComponent(x.replace(/\+/g, ' ')); 40 | }; 41 | 42 | /** 43 | * small helper function to urlencode strings 44 | */ 45 | jQuery.urlencode = encodeURIComponent; 46 | 47 | /** 48 | * This function returns the parsed url parameters of the 49 | * current request. Multiple values per key are supported, 50 | * it will always return arrays of strings for the value parts. 51 | */ 52 | jQuery.getQueryParameters = function(s) { 53 | if (typeof s === 'undefined') 54 | s = document.location.search; 55 | var parts = s.substr(s.indexOf('?') + 1).split('&'); 56 | var result = {}; 57 | for (var i = 0; i < parts.length; i++) { 58 | var tmp = parts[i].split('=', 2); 59 | var key = jQuery.urldecode(tmp[0]); 60 | var value = jQuery.urldecode(tmp[1]); 61 | if (key in result) 62 | result[key].push(value); 63 | else 64 | result[key] = [value]; 65 | } 66 | return result; 67 | }; 68 | 69 | /** 70 | * highlight a given string on a jquery object by wrapping it in 71 | * span elements with the given class name. 72 | */ 73 | jQuery.fn.highlightText = function(text, className) { 74 | function highlight(node, addItems) { 75 | if (node.nodeType === 3) { 76 | var val = node.nodeValue; 77 | var pos = val.toLowerCase().indexOf(text); 78 | if (pos >= 0 && 79 | !jQuery(node.parentNode).hasClass(className) && 80 | !jQuery(node.parentNode).hasClass("nohighlight")) { 81 | var span; 82 | var isInSVG = jQuery(node).closest("body, svg, foreignObject").is("svg"); 83 | if (isInSVG) { 84 | span = document.createElementNS("http://www.w3.org/2000/svg", "tspan"); 85 | } else { 86 | span = document.createElement("span"); 87 | span.className = className; 88 | } 89 | span.appendChild(document.createTextNode(val.substr(pos, text.length))); 90 | node.parentNode.insertBefore(span, node.parentNode.insertBefore( 91 | document.createTextNode(val.substr(pos + text.length)), 92 | node.nextSibling)); 93 | node.nodeValue = val.substr(0, pos); 94 | if (isInSVG) { 95 | var rect = document.createElementNS("http://www.w3.org/2000/svg", "rect"); 96 | var bbox = node.parentElement.getBBox(); 97 | rect.x.baseVal.value = bbox.x; 98 | rect.y.baseVal.value = bbox.y; 99 | rect.width.baseVal.value = bbox.width; 100 | rect.height.baseVal.value = bbox.height; 101 | rect.setAttribute('class', className); 102 | addItems.push({ 103 | "parent": node.parentNode, 104 | "target": rect}); 105 | } 106 | } 107 | } 108 | else if (!jQuery(node).is("button, select, textarea")) { 109 | jQuery.each(node.childNodes, function() { 110 | highlight(this, addItems); 111 | }); 112 | } 113 | } 114 | var addItems = []; 115 | var result = this.each(function() { 116 | highlight(this, addItems); 117 | }); 118 | for (var i = 0; i < addItems.length; ++i) { 119 | jQuery(addItems[i].parent).before(addItems[i].target); 120 | } 121 | return result; 122 | }; 123 | 124 | /* 125 | * backward compatibility for jQuery.browser 126 | * This will be supported until firefox bug is fixed. 127 | */ 128 | if (!jQuery.browser) { 129 | jQuery.uaMatch = function(ua) { 130 | ua = ua.toLowerCase(); 131 | 132 | var match = /(chrome)[ \/]([\w.]+)/.exec(ua) || 133 | /(webkit)[ \/]([\w.]+)/.exec(ua) || 134 | /(opera)(?:.*version|)[ \/]([\w.]+)/.exec(ua) || 135 | /(msie) ([\w.]+)/.exec(ua) || 136 | ua.indexOf("compatible") < 0 && /(mozilla)(?:.*? rv:([\w.]+)|)/.exec(ua) || 137 | []; 138 | 139 | return { 140 | browser: match[ 1 ] || "", 141 | version: match[ 2 ] || "0" 142 | }; 143 | }; 144 | jQuery.browser = {}; 145 | jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true; 146 | } 147 | 148 | /** 149 | * Small JavaScript module for the documentation. 150 | */ 151 | var Documentation = { 152 | 153 | init : function() { 154 | this.fixFirefoxAnchorBug(); 155 | this.highlightSearchWords(); 156 | this.initIndexTable(); 157 | if (DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) { 158 | this.initOnKeyListeners(); 159 | } 160 | }, 161 | 162 | /** 163 | * i18n support 164 | */ 165 | TRANSLATIONS : {}, 166 | PLURAL_EXPR : function(n) { return n === 1 ? 0 : 1; }, 167 | LOCALE : 'unknown', 168 | 169 | // gettext and ngettext don't access this so that the functions 170 | // can safely bound to a different name (_ = Documentation.gettext) 171 | gettext : function(string) { 172 | var translated = Documentation.TRANSLATIONS[string]; 173 | if (typeof translated === 'undefined') 174 | return string; 175 | return (typeof translated === 'string') ? translated : translated[0]; 176 | }, 177 | 178 | ngettext : function(singular, plural, n) { 179 | var translated = Documentation.TRANSLATIONS[singular]; 180 | if (typeof translated === 'undefined') 181 | return (n == 1) ? singular : plural; 182 | return translated[Documentation.PLURALEXPR(n)]; 183 | }, 184 | 185 | addTranslations : function(catalog) { 186 | for (var key in catalog.messages) 187 | this.TRANSLATIONS[key] = catalog.messages[key]; 188 | this.PLURAL_EXPR = new Function('n', 'return +(' + catalog.plural_expr + ')'); 189 | this.LOCALE = catalog.locale; 190 | }, 191 | 192 | /** 193 | * add context elements like header anchor links 194 | */ 195 | addContextElements : function() { 196 | $('div[id] > :header:first').each(function() { 197 | $('\u00B6'). 198 | attr('href', '#' + this.id). 199 | attr('title', _('Permalink to this headline')). 200 | appendTo(this); 201 | }); 202 | $('dt[id]').each(function() { 203 | $('\u00B6'). 204 | attr('href', '#' + this.id). 205 | attr('title', _('Permalink to this definition')). 206 | appendTo(this); 207 | }); 208 | }, 209 | 210 | /** 211 | * workaround a firefox stupidity 212 | * see: https://bugzilla.mozilla.org/show_bug.cgi?id=645075 213 | */ 214 | fixFirefoxAnchorBug : function() { 215 | if (document.location.hash && $.browser.mozilla) 216 | window.setTimeout(function() { 217 | document.location.href += ''; 218 | }, 10); 219 | }, 220 | 221 | /** 222 | * highlight the search words provided in the url in the text 223 | */ 224 | highlightSearchWords : function() { 225 | var params = $.getQueryParameters(); 226 | var terms = (params.highlight) ? params.highlight[0].split(/\s+/) : []; 227 | if (terms.length) { 228 | var body = $('div.body'); 229 | if (!body.length) { 230 | body = $('body'); 231 | } 232 | window.setTimeout(function() { 233 | $.each(terms, function() { 234 | body.highlightText(this.toLowerCase(), 'highlighted'); 235 | }); 236 | }, 10); 237 | $('

' + _('Hide Search Matches') + '

') 239 | .appendTo($('#searchbox')); 240 | } 241 | }, 242 | 243 | /** 244 | * init the domain index toggle buttons 245 | */ 246 | initIndexTable : function() { 247 | var togglers = $('img.toggler').click(function() { 248 | var src = $(this).attr('src'); 249 | var idnum = $(this).attr('id').substr(7); 250 | $('tr.cg-' + idnum).toggle(); 251 | if (src.substr(-9) === 'minus.png') 252 | $(this).attr('src', src.substr(0, src.length-9) + 'plus.png'); 253 | else 254 | $(this).attr('src', src.substr(0, src.length-8) + 'minus.png'); 255 | }).css('display', ''); 256 | if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) { 257 | togglers.click(); 258 | } 259 | }, 260 | 261 | /** 262 | * helper function to hide the search marks again 263 | */ 264 | hideSearchWords : function() { 265 | $('#searchbox .highlight-link').fadeOut(300); 266 | $('span.highlighted').removeClass('highlighted'); 267 | }, 268 | 269 | /** 270 | * make the url absolute 271 | */ 272 | makeURL : function(relativeURL) { 273 | return DOCUMENTATION_OPTIONS.URL_ROOT + '/' + relativeURL; 274 | }, 275 | 276 | /** 277 | * get the current relative url 278 | */ 279 | getCurrentURL : function() { 280 | var path = document.location.pathname; 281 | var parts = path.split(/\//); 282 | $.each(DOCUMENTATION_OPTIONS.URL_ROOT.split(/\//), function() { 283 | if (this === '..') 284 | parts.pop(); 285 | }); 286 | var url = parts.join('/'); 287 | return path.substring(url.lastIndexOf('/') + 1, path.length - 1); 288 | }, 289 | 290 | initOnKeyListeners: function() { 291 | $(document).keydown(function(event) { 292 | var activeElementType = document.activeElement.tagName; 293 | // don't navigate when in search box, textarea, dropdown or button 294 | if (activeElementType !== 'TEXTAREA' && activeElementType !== 'INPUT' && activeElementType !== 'SELECT' 295 | && activeElementType !== 'BUTTON' && !event.altKey && !event.ctrlKey && !event.metaKey 296 | && !event.shiftKey) { 297 | switch (event.keyCode) { 298 | case 37: // left 299 | var 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// [C]VC[V] is m=1 64 | var mgr1 = "^(" + C + ")?" + V + C + V + C; // [C]VCVC... is m>1 65 | var s_v = "^(" + C + ")?" + v; // vowel in stem 66 | 67 | this.stemWord = function (w) { 68 | var stem; 69 | var suffix; 70 | var firstch; 71 | var origword = w; 72 | 73 | if (w.length < 3) 74 | return w; 75 | 76 | var re; 77 | var re2; 78 | var re3; 79 | var re4; 80 | 81 | firstch = w.substr(0,1); 82 | if (firstch == "y") 83 | w = firstch.toUpperCase() + w.substr(1); 84 | 85 | // Step 1a 86 | re = /^(.+?)(ss|i)es$/; 87 | re2 = /^(.+?)([^s])s$/; 88 | 89 | if (re.test(w)) 90 | w = w.replace(re,"$1$2"); 91 | else if (re2.test(w)) 92 | w = w.replace(re2,"$1$2"); 93 | 94 | // Step 1b 95 | re = /^(.+?)eed$/; 96 | re2 = /^(.+?)(ed|ing)$/; 97 | if (re.test(w)) { 98 | var fp = re.exec(w); 99 | re = new RegExp(mgr0); 100 | if (re.test(fp[1])) { 101 | re = /.$/; 102 | w = w.replace(re,""); 103 | } 104 | } 105 | else if (re2.test(w)) { 106 | var fp = re2.exec(w); 107 | stem = fp[1]; 108 | re2 = new RegExp(s_v); 109 | if (re2.test(stem)) { 110 | w = stem; 111 | re2 = /(at|bl|iz)$/; 112 | re3 = new RegExp("([^aeiouylsz])\\1$"); 113 | re4 = new RegExp("^" + C + v + "[^aeiouwxy]$"); 114 | if (re2.test(w)) 115 | w = w + "e"; 116 | else if (re3.test(w)) { 117 | re = /.$/; 118 | w = w.replace(re,""); 119 | } 120 | else if (re4.test(w)) 121 | w = w + "e"; 122 | } 123 | } 124 | 125 | // Step 1c 126 | re = /^(.+?)y$/; 127 | if (re.test(w)) { 128 | var fp = re.exec(w); 129 | stem = fp[1]; 130 | re = new RegExp(s_v); 131 | if (re.test(stem)) 132 | w = stem + "i"; 133 | } 134 | 135 | // Step 2 136 | re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/; 137 | if (re.test(w)) { 138 | var fp = re.exec(w); 139 | stem = fp[1]; 140 | suffix = fp[2]; 141 | re = new RegExp(mgr0); 142 | if (re.test(stem)) 143 | w = stem + step2list[suffix]; 144 | } 145 | 146 | // Step 3 147 | re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/; 148 | if (re.test(w)) { 149 | var fp = re.exec(w); 150 | stem = fp[1]; 151 | suffix = fp[2]; 152 | re = new RegExp(mgr0); 153 | if (re.test(stem)) 154 | w = stem + step3list[suffix]; 155 | } 156 | 157 | // Step 4 158 | re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/; 159 | re2 = /^(.+?)(s|t)(ion)$/; 160 | if (re.test(w)) { 161 | var fp = re.exec(w); 162 | stem = fp[1]; 163 | re = new RegExp(mgr1); 164 | if (re.test(stem)) 165 | w = stem; 166 | } 167 | else if (re2.test(w)) { 168 | var fp = re2.exec(w); 169 | stem = fp[1] + fp[2]; 170 | re2 = new RegExp(mgr1); 171 | if (re2.test(stem)) 172 | w = stem; 173 | } 174 | 175 | // Step 5 176 | re = /^(.+?)e$/; 177 | if (re.test(w)) { 178 | var fp = re.exec(w); 179 | stem = fp[1]; 180 | re = new RegExp(mgr1); 181 | re2 = new RegExp(meq1); 182 | re3 = new RegExp("^" + C + v + "[^aeiouwxy]$"); 183 | if (re.test(stem) || (re2.test(stem) && !(re3.test(stem)))) 184 | w = stem; 185 | } 186 | re = /ll$/; 187 | re2 = new RegExp(mgr1); 188 | if (re.test(w) && re2.test(w)) { 189 | re = /.$/; 190 | w = w.replace(re,""); 191 | } 192 | 193 | // and turn initial Y back to y 194 | if (firstch == "y") 195 | w = firstch.toLowerCase() + w.substr(1); 196 | return w; 197 | } 198 | } 199 | 200 | 201 | 202 | 203 | var splitChars = (function() { 204 | var result = {}; 205 | var singles = [96, 180, 187, 191, 215, 247, 749, 885, 903, 907, 909, 930, 1014, 1648, 206 | 1748, 1809, 2416, 2473, 2481, 2526, 2601, 2609, 2612, 2615, 2653, 2702, 207 | 2706, 2729, 2737, 2740, 2857, 2865, 2868, 2910, 2928, 2948, 2961, 2971, 208 | 2973, 3085, 3089, 3113, 3124, 3213, 3217, 3241, 3252, 3295, 3341, 3345, 209 | 3369, 3506, 3516, 3633, 3715, 3721, 3736, 3744, 3748, 3750, 3756, 3761, 210 | 3781, 3912, 4239, 4347, 4681, 4695, 4697, 4745, 4785, 4799, 4801, 4823, 211 | 4881, 5760, 5901, 5997, 6313, 7405, 8024, 8026, 8028, 8030, 8117, 8125, 212 | 8133, 8181, 8468, 8485, 8487, 8489, 8494, 8527, 11311, 11359, 11687, 11695, 213 | 11703, 11711, 11719, 11727, 11735, 12448, 12539, 43010, 43014, 43019, 43587, 214 | 43696, 43713, 64286, 64297, 64311, 64317, 64319, 64322, 64325, 65141]; 215 | var i, j, start, end; 216 | for (i = 0; i < singles.length; i++) { 217 | result[singles[i]] = true; 218 | } 219 | var ranges = [[0, 47], [58, 64], [91, 94], [123, 169], [171, 177], [182, 184], [706, 709], 220 | [722, 735], [741, 747], [751, 879], [888, 889], [894, 901], [1154, 1161], 221 | [1318, 1328], [1367, 1368], [1370, 1376], [1416, 1487], [1515, 1519], [1523, 1568], 222 | [1611, 1631], [1642, 1645], [1750, 1764], [1767, 1773], [1789, 1790], [1792, 1807], 223 | [1840, 1868], [1958, 1968], [1970, 1983], [2027, 2035], [2038, 2041], [2043, 2047], 224 | [2070, 2073], [2075, 2083], [2085, 2087], [2089, 2307], [2362, 2364], [2366, 2383], 225 | [2385, 2391], [2402, 2405], [2419, 2424], [2432, 2436], [2445, 2446], [2449, 2450], 226 | [2483, 2485], [2490, 2492], [2494, 2509], [2511, 2523], [2530, 2533], [2546, 2547], 227 | [2554, 2564], [2571, 2574], [2577, 2578], [2618, 2648], [2655, 2661], [2672, 2673], 228 | [2677, 2692], [2746, 2748], [2750, 2767], [2769, 2783], [2786, 2789], [2800, 2820], 229 | [2829, 2830], [2833, 2834], [2874, 2876], [2878, 2907], [2914, 2917], [2930, 2946], 230 | [2955, 2957], [2966, 2968], [2976, 2978], [2981, 2983], [2987, 2989], [3002, 3023], 231 | [3025, 3045], [3059, 3076], [3130, 3132], [3134, 3159], [3162, 3167], [3170, 3173], 232 | [3184, 3191], [3199, 3204], [3258, 3260], [3262, 3293], [3298, 3301], [3312, 3332], 233 | [3386, 3388], [3390, 3423], [3426, 3429], [3446, 3449], [3456, 3460], [3479, 3481], 234 | [3518, 3519], [3527, 3584], [3636, 3647], [3655, 3663], [3674, 3712], [3717, 3718], 235 | [3723, 3724], [3726, 3731], [3752, 3753], [3764, 3772], [3774, 3775], [3783, 3791], 236 | [3802, 3803], [3806, 3839], [3841, 3871], [3892, 3903], [3949, 3975], [3980, 4095], 237 | [4139, 4158], [4170, 4175], [4182, 4185], [4190, 4192], [4194, 4196], [4199, 4205], 238 | [4209, 4212], [4226, 4237], [4250, 4255], [4294, 4303], [4349, 4351], [4686, 4687], 239 | [4702, 4703], [4750, 4751], [4790, 4791], [4806, 4807], [4886, 4887], [4955, 4968], 240 | [4989, 4991], [5008, 5023], [5109, 5120], [5741, 5742], [5787, 5791], [5867, 5869], 241 | [5873, 5887], [5906, 5919], [5938, 5951], [5970, 5983], [6001, 6015], [6068, 6102], 242 | [6104, 6107], [6109, 6111], [6122, 6127], [6138, 6159], [6170, 6175], [6264, 6271], 243 | [6315, 6319], [6390, 6399], [6429, 6469], [6510, 6511], [6517, 6527], [6572, 6592], 244 | [6600, 6607], [6619, 6655], [6679, 6687], [6741, 6783], [6794, 6799], [6810, 6822], 245 | [6824, 6916], [6964, 6980], [6988, 6991], [7002, 7042], [7073, 7085], [7098, 7167], 246 | [7204, 7231], [7242, 7244], [7294, 7400], [7410, 7423], [7616, 7679], [7958, 7959], 247 | [7966, 7967], [8006, 8007], [8014, 8015], [8062, 8063], [8127, 8129], [8141, 8143], 248 | [8148, 8149], [8156, 8159], [8173, 8177], [8189, 8303], [8306, 8307], [8314, 8318], 249 | [8330, 8335], [8341, 8449], [8451, 8454], [8456, 8457], [8470, 8472], [8478, 8483], 250 | [8506, 8507], [8512, 8516], [8522, 8525], [8586, 9311], [9372, 9449], [9472, 10101], 251 | [10132, 11263], [11493, 11498], [11503, 11516], [11518, 11519], [11558, 11567], 252 | [11622, 11630], [11632, 11647], [11671, 11679], [11743, 11822], [11824, 12292], 253 | [12296, 12320], [12330, 12336], [12342, 12343], [12349, 12352], [12439, 12444], 254 | [12544, 12548], [12590, 12592], [12687, 12689], [12694, 12703], [12728, 12783], 255 | [12800, 12831], [12842, 12880], [12896, 12927], [12938, 12976], [12992, 13311], 256 | [19894, 19967], [40908, 40959], [42125, 42191], [42238, 42239], [42509, 42511], 257 | [42540, 42559], [42592, 42593], [42607, 42622], [42648, 42655], [42736, 42774], 258 | [42784, 42785], [42889, 42890], [42893, 43002], [43043, 43055], [43062, 43071], 259 | [43124, 43137], [43188, 43215], [43226, 43249], [43256, 43258], [43260, 43263], 260 | [43302, 43311], [43335, 43359], [43389, 43395], [43443, 43470], [43482, 43519], 261 | [43561, 43583], [43596, 43599], [43610, 43615], [43639, 43641], [43643, 43647], 262 | [43698, 43700], [43703, 43704], [43710, 43711], [43715, 43738], [43742, 43967], 263 | [44003, 44015], [44026, 44031], [55204, 55215], [55239, 55242], [55292, 55295], 264 | [57344, 63743], [64046, 64047], [64110, 64111], [64218, 64255], [64263, 64274], 265 | [64280, 64284], [64434, 64466], [64830, 64847], [64912, 64913], [64968, 65007], 266 | [65020, 65135], [65277, 65295], [65306, 65312], [65339, 65344], [65371, 65381], 267 | [65471, 65473], [65480, 65481], [65488, 65489], [65496, 65497]]; 268 | for (i = 0; i < ranges.length; i++) { 269 | start = ranges[i][0]; 270 | end = ranges[i][1]; 271 | for (j = start; j <= end; j++) { 272 | result[j] = true; 273 | } 274 | } 275 | return result; 276 | })(); 277 | 278 | function splitQuery(query) { 279 | var result = []; 280 | var start = -1; 281 | for (var i = 0; i < query.length; i++) { 282 | if (splitChars[query.charCodeAt(i)]) { 283 | if (start !== -1) { 284 | result.push(query.slice(start, i)); 285 | start = -1; 286 | } 287 | } else if (start === -1) { 288 | start = i; 289 | } 290 | } 291 | if (start !== -1) { 292 | result.push(query.slice(start)); 293 | } 294 | return result; 295 | } 296 | 297 | 298 | -------------------------------------------------------------------------------- /docs/_static/minus.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/nlplot/c86ceefc56f83d5553df65549f47ce8215070acd/docs/_static/minus.png -------------------------------------------------------------------------------- /docs/_static/plus.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/nlplot/c86ceefc56f83d5553df65549f47ce8215070acd/docs/_static/plus.png -------------------------------------------------------------------------------- /docs/_static/pygments.css: -------------------------------------------------------------------------------- 1 | .highlight .hll { background-color: #ffffcc } 2 | .highlight { background: #f8f8f8; 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23 | }, 24 | */ 25 | 26 | // query matches the full name of an object 27 | objNameMatch: 11, 28 | // or matches in the last dotted part of the object name 29 | objPartialMatch: 6, 30 | // Additive scores depending on the priority of the object 31 | objPrio: {0: 15, // used to be importantResults 32 | 1: 5, // used to be objectResults 33 | 2: -5}, // used to be unimportantResults 34 | // Used when the priority is not in the mapping. 35 | objPrioDefault: 0, 36 | 37 | // query found in title 38 | title: 15, 39 | partialTitle: 7, 40 | // query found in terms 41 | term: 5, 42 | partialTerm: 2 43 | }; 44 | } 45 | 46 | if (!splitQuery) { 47 | function splitQuery(query) { 48 | return query.split(/\s+/); 49 | } 50 | } 51 | 52 | /** 53 | * Search Module 54 | */ 55 | var Search = { 56 | 57 | _index : null, 58 | _queued_query : null, 59 | _pulse_status : -1, 60 | 61 | htmlToText : function(htmlString) { 62 | var virtualDocument = document.implementation.createHTMLDocument('virtual'); 63 | var htmlElement = $(htmlString, virtualDocument); 64 | htmlElement.find('.headerlink').remove(); 65 | docContent = htmlElement.find('[role=main]')[0]; 66 | if(docContent === undefined) { 67 | console.warn("Content block not found. Sphinx search tries to obtain it " + 68 | "via '[role=main]'. Could you check your theme or template."); 69 | return ""; 70 | } 71 | return docContent.textContent || docContent.innerText; 72 | }, 73 | 74 | init : function() { 75 | var params = $.getQueryParameters(); 76 | if (params.q) { 77 | var query = params.q[0]; 78 | $('input[name="q"]')[0].value = query; 79 | this.performSearch(query); 80 | } 81 | }, 82 | 83 | loadIndex : function(url) { 84 | $.ajax({type: "GET", url: url, data: null, 85 | dataType: "script", cache: true, 86 | complete: function(jqxhr, textstatus) { 87 | if (textstatus != "success") { 88 | document.getElementById("searchindexloader").src = url; 89 | } 90 | }}); 91 | }, 92 | 93 | setIndex : function(index) { 94 | var q; 95 | this._index = index; 96 | if ((q = this._queued_query) !== null) { 97 | this._queued_query = null; 98 | Search.query(q); 99 | } 100 | }, 101 | 102 | hasIndex : function() { 103 | return this._index !== null; 104 | }, 105 | 106 | deferQuery : function(query) { 107 | this._queued_query = query; 108 | }, 109 | 110 | stopPulse : function() { 111 | this._pulse_status = 0; 112 | }, 113 | 114 | startPulse : function() { 115 | if (this._pulse_status >= 0) 116 | return; 117 | function pulse() { 118 | var i; 119 | Search._pulse_status = (Search._pulse_status + 1) % 4; 120 | var dotString = ''; 121 | for (i = 0; i < Search._pulse_status; i++) 122 | dotString += '.'; 123 | Search.dots.text(dotString); 124 | if (Search._pulse_status > -1) 125 | window.setTimeout(pulse, 500); 126 | } 127 | pulse(); 128 | }, 129 | 130 | /** 131 | * perform a search for something (or wait until index is loaded) 132 | */ 133 | performSearch : function(query) { 134 | // create the required interface elements 135 | this.out = $('#search-results'); 136 | this.title = $('

' + _('Searching') + '

').appendTo(this.out); 137 | this.dots = $('').appendTo(this.title); 138 | this.status = $('

 

').appendTo(this.out); 139 | this.output = $('