Cluster 438725

12 repos

Python · 8

Jupyter Notebook · 4

machine-learning ·55,921

explainability ·55,694

interpretability ·55,694

shap ·55,507

shapley ·52,480

deep-learning ·51,876

gradient-boosting ·51,472

python ·4,466

explainable-ml ·3,481

lime ·3,254

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slundberg/shap

A game theoretic approach to explain the output of any machine learning model.

Jupyter Notebook

25,736

2,914 commits

shap/shap

A game theoretic approach to explain the output of any machine learning model.

Jupyter Notebook

25,736

2,914 commits

MAIF/shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent…

Jupyter Notebook

3,254

1,495 commits

mmschlk/shapiq

Shapley Interactions and Shapley Values for Machine Learning

Python

781

1,109 commits

csinva/imodelsX

Interpret text data with LLMs (sklearn compatible).

Python

177

389 commits

interpretml/interpret-text

A library that incorporates state-of-the-art explainers for text-based machine learning models and…

Python

431

143 commits

dianna-ai/dianna

Deep Insight And Neural Network Analysis

Jupyter Notebook

2,036 commits

dmah10/EvalxNLP

EvalxNLP: A Framework for Benchmarking Post-Hoc Explainability Methods on NLP Models

Python

7 commits

warisgill/TraceFL

TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking…

Python

5 commits

fzarnecki/xai_sentiment

Explain predictions of sentiment analysis model.

Python

5 commits

AshifulRidoy/XAI-on-HateBERT

A Streamlit-based explainable AI (XAI) interface for exploring predictions from HateBERT — a…

Python

4 commits

benedekrozemberczki/shapley

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

Python

227

358 commits