explainx
Explain & debug any blackbox machine learning model with a single line of code.
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Download Latest Version (.zip)- FUNDING.yml
- profiles_settings.xml
- Project_Default.xml
- .gitignore
- explainx.iml
- misc.xml
- modules.xml
- vcs.xml
- heloc_dataset.csv
- conformal.png
- dashboard_fairness.png
- dashboard_full_report.png
- dashboard_importance.png
- dashboard_local.png
- drift.png
- effects.png
- fairness.png
- importance.png
- interactions.png
- local.png
- generate_examples.py
- 01_sklearn.py
- 02_xgboost.py
- 03_lightgbm.py
- 04_catboost.py
- 05_keras_tensorflow.py
- 06_pytorch.py
- 07_statsmodels.py
- 08_custom_predict_fn.py
- _common.py
- README.md
- __init__.py
- demo.py
- __init__.py
- test_adapters.py
- test_dashboard.py
- test_diagnostics.py
- test_explainer.py
- test_mcp_server.py
- __init__.py
- adapters.py
- ale.py
- anchors.py
- cli.py
- conformal.py
- counterfactual.py
- dashboard.py
- diagnostics.py
- drift.py
- explainer.py
- fairness.py
- importance.py
- interactions.py
- io.py
- lime_explain.py
- local.py
- mcp_server.py
- metrics.py
- mitigation.py
- narrate.py
- pdp.py
- prototypes.py
- quality.py
- report_html.py
- schema.py
- shap_explain.py
- summary.py
- surrogate.py
- utils.py
- .gitignore
- explainx_logo.png
- LICENSE
- pyproject.toml
- README.md
- requirements.txt
# Installation Guide
git clone https://github.com/explainX/explainx
Downloads the entire project code from GitHub to your computer.
cd explainx
Moves into the project folder you just downloaded.
2. Official Install Script
Easy Recommended- Python 3 Python is required to use pip.
pip install "explainx[all]" # core + SHAP + MCP + drift + LLM narration + dashboard
Installs the package published on PyPI directly โ no need to clone the source.
pip install explainx # core only (extras optional)
Installs the package published on PyPI directly โ no need to clone the source.
pip install "git+https://github.com/explainX/explainx.git"
Installs the package published on PyPI directly โ no need to clone the source.
pip install "explainx[all] @ git+https://github.com/explainX/explainx.git"
Installs the package published on PyPI directly โ no need to clone the source.
Pulled directly from this repo's README.
3. Python
Easypip install "explainx[all]" # core + SHAP + MCP + drift + LLM narration + dashboard
Installs the package published on PyPI directly โ no need to clone the source.
pip install explainx # core only (extras optional)
Installs the package published on PyPI directly โ no need to clone the source.
pip install "git+https://github.com/explainX/explainx.git"
Installs the package published on PyPI directly โ no need to clone the source.
pip install "explainx[all] @ git+https://github.com/explainX/explainx.git"
Installs the package published on PyPI directly โ no need to clone the source.
pip install -e ".[all]" # editable install with every extra
Installs the Python libraries listed in requirements.txt (or similar).
Pulled directly from this repo's README.