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README.md

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Code repository for the online course [Machine Learning Interpretability](https://www.trainindata.com/p/machine-learning-interpretability)
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**Coming soon!**
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**Course launch: 30th November, 2023**
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Actively maintained.
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3. **Post-hoc methods - Global explainability**
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1. Permutation Feature Importance
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2. EXPLAIN: hiding features
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3. Partial dependency plots
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4. Other
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2. Partial dependency plots
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3. Accumulated local effects
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4. **Post-hoc methods - Local explainability**
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1. LIME
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2. SHAP
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3. Individual contitional expectation
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4. Other
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5. **Featuring the followning Python interpretability libraries**
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1. Scikit-learn
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2. treeinterpreter
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3. Eli5
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4. Dalex
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5. Alibi
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6. pdpbox
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7. Lime
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8. Shap
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## Links
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