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15 search results found

Dalex ⭐ 1,242

moDel Agnostic Language for Exploration and eXplanation

Explainx ⭐ 375

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ [email protected]

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

Xaience ⭐ 100

All about explainable AI, algorithmic fairness and more

Treeshap ⭐ 72

Compute SHAP values for your tree-based models using the TreeSHAP algorithm

Talktomodel ⭐ 68

TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!

Awesome Shapley Value ⭐ 63

Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)

Model verification, validation, and error analysis

Xai Iml Sota ⭐ 50

Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.

Lime For Time ⭐ 47

Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification

Survlimepy ⭐ 16

Local interpretability for survival models

2021l Wb Xai 1 ⭐ 11

Case Study course for DS studies in Summer 2020/2021

Automated Transparent Genetic Feature Engineering

Transparency Guidelines ⭐ 8

Minimize the risks and maximize the benefits of using data-driven technologies within government processes, programs and services through transparency. | Réduire les risques et à maximiser les avantages liés à l’utilisation de technologies axées sur les données, dans le cadre de processus, programmes et services gouvernementaux, grâce à la transparence.

2022 Bigcontest ⭐ 7

[ 공모전 ] 다각적 모델을 활용한 대출 신청 여부 예측과 고객 군집 별 서비스 메시지 제안 : 이상치 탐지, 머신러닝, 딥러닝 모델

2021 Kotra ⭐ 7

[ 공모전 ] 코트라 데이터활용 빅데이터 분석 경진대회

Counterfactual SHAP: a framework for counterfactual feature importance

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1-15 of 15 search results

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