Movatterモバイル変換

Skip to content

#

shap

Here are 702 public repositories matching this topic...

Language:All

Filter by language

All702 Jupyter Notebook451 Python165 HTML33 R17 JavaScript4 TypeScript3 CSS2 PureBasic2 Elixir1 Java1

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

shap /shap

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

machine-learning deep-learning gradient-boosting interpretability shapley shap explainability

UpdatedNov 4, 2025
Jupyter Notebook

MAIF /shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

python machine-learning transparency lime interpretability ethical-artificial-intelligence explainable-ml shap explainability

UpdatedOct 3, 2025
Jupyter Notebook

oegedijk /explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

dashboard plotly dash data-scientists model-predictions interactive-plots interactive-dashboards xai inner-workings shap explainer xai-library shap-values permutation-importances

UpdatedAug 1, 2025
Python

shapiq

mmschlk /shapiq

Shapley Interactions and Shapley Values for Machine Learning

python machine-learning game-theory interpretability feature-importance explainable-ai banzhaf-index shapley interpretable-machine-learning shap explainability feature-attribution feature-interactions shapley-interactions shapiq

UpdatedOct 31, 2025
Python

cerlymarco /shap-hypetune

A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.

feature-selection model-selection xgboost hyperparameter-optimization lightgbm parameter-tuning shap

UpdatedJun 8, 2024
Jupyter Notebook

linkedin /FastTreeSHAP

Fast SHAP value computation for interpreting tree-based models

machine-learning random-forest xgboost lightgbm interpretability explainable-ai shap

UpdatedJun 26, 2023
Python

jiangnanboy /learning_to_rank

利用lightgbm做(learning to rank)排序学习，包括数据处理、模型训练、模型决策可视化、模型可解释性以及预测等。Use LightGBM to learn ranking, including data processing, model training, model decision visualization, model interpretability and prediction, etc.

python lightgbm learning-to-rank shap

UpdatedSep 11, 2022
Python

predict-idlab /powershap

A power-full Shapley feature selection method.

data-science machine-learning feature-selection shap

UpdatedOct 7, 2025
Python

feedzai /timeshap

TimeSHAP explains Recurrent Neural Network predictions.

rnn shap explainability shapley-values

UpdatedDec 21, 2023
Jupyter Notebook

tvdboom /ATOM

Automated Tool for Optimized Modelling

visualization python data-science machine-learning scikit-learn modelling model-predictions data-exploration data-pipeline interactive-visualizations automl mlflow shap dagshub

UpdatedJul 15, 2024
HTML

ing-bank /probatus

SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.

data-science machine-learning statistics data-analysis tree-model multi-class-classification binary-classifiers recursive-feature-elimination shap feature-elimination regressors

UpdatedApr 19, 2025
Python

awesome-shapley-value

AstraZeneca /awesome-shapley-value

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

data-science machine-learning deep-learning artificial-intelligence lime explainable-artificial-intelligence explainable-ai explainable-ml xai shapley shap explainability shapley-decomposition explainable shapley-value shapley-q-value shapley-additive-explanations owen-value

UpdatedAug 8, 2022

survex

ModelOriented /survex

Explainable Machine Learning in Survival Analysis

machine-learning r variable-importance biostatistics survival-analysis r-package cox-regression cox-model time-to-event censored-data interpretable-ml explainable-ai explainable-ml xai interpretable-machine-learning brier-scores shap explanatory-model-analysis probabilistic-machine-learning explainable-machine-learning

UpdatedJun 15, 2024
R

ModelOriented /shapviz

SHAP Plots in R

visualization machine-learning rstats explainable-ai xai shap shapley-value

UpdatedOct 13, 2025
R

MI2DataLab /survshap

SurvSHAP(t): Time-dependent explanations of machine learning survival models

learning model machine variable-importance biostatistics survival-analysis machinelearning survival cox-regression cox-model time-to-event explainable-ai xai interpretable cph brier-scores shap explainable censored probabilistic-machine-learning

UpdatedJan 4, 2024
Jupyter Notebook

ModelOriented /treeshap

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

machine-learning interpretability explainable-artificial-intelligence explainable-ai xai interpretable-machine-learning iml shap explainability shapley-value responsible-ml explanatory-model-analysis

UpdatedJul 25, 2024
R

ShapML.jl

nredell /ShapML.jl

A Julia package for interpretable machine learning with stochastic Shapley values

julia feature-importance shapley interpretable-machine-learning iml shap shapley-value stochastic-shapley-values

UpdatedMay 6, 2024
Julia

snehankekre /streamlit-shap

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

machine-learning interpretability shapley shap explainability streamlit streamlit-component

UpdatedJul 21, 2022
Python

Fooling-LIME-SHAP

dylan-slack /Fooling-LIME-SHAP

Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)

machine-learning paper lime interpretability adversarial-attacks explanations shap post-hoc-explanation fool-lime

UpdatedDec 8, 2022
Jupyter Notebook

shapFlex

nredell /shapFlex

An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model

package machine-learning r ensemble r-package causality causal-inference feature-importance causal-networks shapley interpretable-machine-learning iml shap shapley-value shapley-values

UpdatedJun 9, 2020
R

Improve this page

Add a description, image, and links to theshap topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with theshap topic, visit your repo's landing page and select "manage topics."

[8]ページ先頭

©2009-2025 Movatter.jp