#

shapley

Here are 13 public repositories matching this topic...

iancovert / sage

For calculating global feature importance using Shapley values.

machine-learning interpretability shapley explainability

Updated Dec 9, 2024
Python

shapiq

mmschlk / shapiq

Shapley Interactions for Machine Learning

python machine-learning interpretability shapley shap explainability feature-interactions shapley-interactions shapiq

Updated Dec 12, 2024
Python

shapley

benedekrozemberczki / shapley

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

classifier machine-learning deep-learning random-forest ensemble ensemble-learning game-theory voting-classifier random-forest-classifier explainable-ai explainable-ml weighted-voting-games shapley owen shapley-value game-theory-toolbox voting-game

Updated Jul 1, 2023
Python

eeghor / mta

Multi-Touch Attribution

markov-model marketing probabilistic-models shapley

Updated Feb 26, 2022
Python

awslabs / sagemaker-explaining-credit-decisions

Amazon SageMaker Solution for explaining credit decisions.

machinelearning financial-analysis credit-scoring explainable-ai explainable-ml sagemaker loan-prediction-analysis shapley explainability aws-sagemaker

Updated May 11, 2023
Python

snehankekre / streamlit-shap

streamlit-shap provides a wrapper to display SHAP plots in Streamlit.

machine-learning interpretability shapley shap explainability streamlit streamlit-component

Updated Jul 21, 2022
Python

iancovert / shapley-regression

For calculating Shapley values via linear regression.

game-theory interpretability shapley explainability

Updated Jun 6, 2021
Python

iancovert / removal-explanations

A lightweight implementation of removal-based explanations for ML models.

machine-learning interpretability shapley explainability

Updated Jul 19, 2021
Python

tsurubee / shappack

Interpretable machine learning based on Shapley values

interpretability xai shapley interpretable-machine-learning shap explainability shapley-value

Updated Jul 20, 2021
Python

Oxygen-Oriented-Programming / Clean-Air-Compass-GeoJson-FastAPI

FastAPI for gathering LocationIQ bounding box and PurpleAir Sensor Data then creating interpolated GeoJson using KNN-Regression

knn-regression shapley fastapi

Updated May 9, 2023
Python

leo-cb / HeartDiseasePrediction_WebApp

Flask app that predicts the risk of heart disease based on a GBT ML model, and shows the confidence in the prediction as well as the factors behind the prediction (explainability).

docker flask mongodb docker-compose pytest shapley github-actions

Updated Sep 11, 2023
Python

Nekit-vp / Shapley_value

Search vector Shapley in cooperative game

python vector shapley shapley-value

Updated Jun 10, 2021
Python

tomgorb / xai

eXplainable Artificial Intelligence - Squeezing LIME in a custom network & SHAPling around a custom network

lime shapley rnn-lstm

Updated May 27, 2024
Python

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