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GitHub / awsm-research / PyExplainer
PyExplainer: A Local Rule-Based Model-Agnostic Technique (Explainable AI)
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/awsm-research%2FPyExplainer
Stars: 27
Forks: 8
Open Issues: 3
License: mit
Language: Python
Repo Size: 254 MB
Dependencies:
230
Created: about 3 years ago
Updated: 5 days ago
Last pushed: over 1 year ago
Last synced: 2 days ago
Topics: ai4se, explainable-ai, machine-learning, software-defect-prediction, software-quality-assurance, xai
Files
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Readme
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Dependencies
- Jinja2 <3.1
- Sphinx ==3.5.1
- bs4 ==0.0.1
- ipykernel ==5.5.0
- ipython ==7.21.0
- ipywidgets ==7.6.3
- nbsphinx ==0.8.2
- numpy ==1.20.1
- pandas ==1.2.3
- pyexplainer *
- pytest ==6.2.2
- pytest-cov ==2.11.1
- rope ==0.18.0
- scikit-learn ==0.24.1
- scipy ==1.6.1
- sphinxcontrib-napoleon ==0.7
environment.yml
pypi
- pandas ==1.2.5
- pyexplainer *
pyproject.toml
pypi
- Sphinx ^3.5.1 develop
- bs4 ^0.0.1 develop
- ipykernel ^5.5.0 develop
- nbsphinx ^0.8.2 develop
- numpy ^1.19.0 develop
- pytest ^6.2.2 develop
- pytest-cov ^2.11.1 develop
- rope ^0.18.0 develop
- sphinxcontrib-napoleon ^0.7 develop
- ipython ^7.16.0
- ipywidgets ^7.6.3
- numpy ^1.19.0
- pandas ^1.1.0
- python ^3.6.1
- scikit-learn ^0.24.2
- scipy ^1.5.0
- statsmodels ^0.12.2
requirements.txt
pypi
- CacheControl ==0.12.6
- Jinja2 ==3.0.1
- MarkupSafe ==2.0.1
- Pillow >=8.3.2
- PyYAML ==5.4.1
- QtPy ==1.9.0
- Send2Trash ==1.8.0
- async-generator ==1.10
- attrs ==21.2.0
- autopep8 ==1.5.5
- backports.entry-points-selectable ==1.1.0
- bleach ==4.0.0
- brotlipy ==0.7.0
- cachy ==0.3.0
- certifi ==2021.5.30
- cffi ==1.14.6
- charset-normalizer ==2.0.2
- cleo ==0.8.1
- click ==8.0.1
- clikit ==0.6.2
- conda ==4.10.3
- crashtest ==0.3.1
- debugpy ==1.4.1
- defusedxml ==0.7.1
- distlib ==0.3.2
- entrypoints ==0.3
- filelock ==3.0.12
- html5lib ==1.1
- huggingface-hub ==0.0.12
- idna ==3.2
- ipykernel ==6.1.0
- ipython ==7.16.0
- ipywidgets ==7.6.3
- joblib ==1.0.1
- jsonschema ==3.2.0
- jupyter-client ==6.1.12
- jupyter-console ==6.4.0
- jupyterlab-pygments ==0.1.2
- jupyterlab-widgets ==1.0.0
- keyring ==21.8.0
- lockfile ==0.12.2
- menuinst ==1.4.16
- mistune ==2.0.3
- msgpack ==1.0.2
- nbclient ==0.5.3
- nbformat ==5.1.3
- nest-asyncio ==1.5.1
- notebook ==6.4.12
- numpy ==1.19.0
- packaging ==20.9
- pandas ==1.1.0
- pandocfilters ==1.4.3
- pastel ==0.2.1
- patsy ==0.5.1
- pexpect ==4.8.0
- pkginfo ==1.7.1
- platformdirs ==2.0.2
- poetry ==1.1.9
- poetry-core ==1.0.3
- prometheus-client ==0.11.0
- prompt-toolkit ==3.0.19
- ptyprocess ==0.7.0
- pycodestyle ==2.6.0
- pycosat ==0.6.3
- pycparser ==2.20
- pylev ==1.4.0
- pyrsistent ==0.18.0
- pytz ==2021.1
- pywin32 >=301
- pywin32-ctypes ==0.2.0
- pywinpty ==1.1.3
- qtconsole ==5.1.1
- regex ==2021.8.3
- requests ==2.26.0
- requests-toolbelt ==0.9.1
- sacremoses ==0.0.45
- scikit-learn ==0.24.2
- scipy ==1.5.0
- shellingham ==1.4.0
- sip ==4.19.13
- sklearn ==0.0
- statsmodels ==0.12.2
- terminado ==0.11.0
- testpath ==0.5.0
- threadpoolctl ==2.2.0
- tokenizers ==0.10.3
- tomlkit ==0.7.2
- torch ==1.9.0
- torchaudio ==0.9.0
- torchvision ==0.10.0
- transformers ==4.9.2
- typing-extensions ==3.10.0.0
- urllib3 ==1.26.6
- virtualenv ==20.6.0
- webencodings ==0.5.1
- widgetsnbextension ==3.5.1
- wincertstore ==0.2
poetry.lock
pypi
- alabaster 0.7.12 develop
- atomicwrites 1.4.0 develop
- babel 2.9.1 develop
- beautifulsoup4 4.10.0 develop
- bs4 0.0.1 develop
- certifi 2021.10.8 develop
- charset-normalizer 2.0.7 develop
- coverage 6.1.1 develop
- docutils 0.16 develop
- idna 3.3 develop
- imagesize 1.2.0 develop
- iniconfig 1.1.1 develop
- nbsphinx 0.8.7 develop
- pluggy 1.0.0 develop
- pockets 0.9.1 develop
- pytest 6.2.5 develop
- pytest-cov 2.12.1 develop
- requests 2.26.0 develop
- rope 0.18.0 develop
- snowballstemmer 2.1.0 develop
- soupsieve 2.2.1 develop
- sphinx 3.5.4 develop
- sphinxcontrib-applehelp 1.0.2 develop
- sphinxcontrib-devhelp 1.0.2 develop
- sphinxcontrib-htmlhelp 2.0.0 develop
- sphinxcontrib-jsmath 1.0.1 develop
- sphinxcontrib-napoleon 0.7 develop
- sphinxcontrib-qthelp 1.0.3 develop
- sphinxcontrib-serializinghtml 1.1.5 develop
- toml 0.10.2 develop
- urllib3 1.26.7 develop
- appnope 0.1.2
- argon2-cffi 21.1.0
- async-generator 1.10
- attrs 21.2.0
- backcall 0.2.0
- bleach 4.1.0
- cffi 1.15.0
- colorama 0.4.4
- decorator 5.1.0
- defusedxml 0.7.1
- entrypoints 0.3
- importlib-metadata 4.8.1
- ipykernel 5.5.6
- ipython 7.16.1
- ipython-genutils 0.2.0
- ipywidgets 7.6.5
- jedi 0.18.0
- jinja2 3.0.2
- joblib 1.1.0
- jsonschema 4.0.0
- jupyter-client 7.0.6
- jupyter-core 4.9.1
- jupyterlab-pygments 0.1.2
- jupyterlab-widgets 1.0.2
- markupsafe 2.0.1
- mistune 0.8.4
- nbclient 0.5.4
- nbconvert 6.0.7
- nbformat 5.1.3
- nest-asyncio 1.5.1
- notebook 6.4.10
- numpy 1.19.5
- packaging 21.2
- pandas 1.1.5
- pandocfilters 1.5.0
- parso 0.8.2
- patsy 0.5.2
- pexpect 4.8.0
- pickleshare 0.7.5
- prometheus-client 0.12.0
- prompt-toolkit 3.0.19
- ptyprocess 0.7.0
- py 1.10.0
- pycparser 2.20
- pygments 2.10.0
- pyparsing 2.4.7
- pyrsistent 0.18.0
- python-dateutil 2.8.2
- pytz 2021.3
- pywin32 302
- pywinpty 1.1.5
- pyzmq 22.3.0
- scikit-learn 0.24.2
- scipy 1.5.4
- send2trash 1.8.0
- six 1.16.0
- statsmodels 0.12.2
- terminado 0.12.1
- testpath 0.5.0
- threadpoolctl 3.0.0
- tornado 6.1
- traitlets 4.3.3
- typing-extensions 3.10.0.2
- wcwidth 0.2.5
- webencodings 0.5.1
- widgetsnbextension 3.5.2
- zipp 3.6.0