GitHub topics: shapley-values
feedzai/timeshap
TimeSHAP explains Recurrent Neural Network predictions.
Language: Jupyter Notebook - Size: 1.53 MB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 171 - Forks: 32
tpoisot/InterpretableSDMWithJulia
Slides for the "Interpretable SDM with Julia" workshop
Language: TeX - Size: 268 MB - Last synced at: 9 days ago - Pushed at: 5 months ago - Stars: 5 - Forks: 2
mlatinov/Bank-Marketing-Analysis
Bank Marketing Campaign Analysis This project analyzes a Portuguese bank’s telemarketing campaign to predict term deposit subscriptions. The goal is to identify key factors influencing customer decisions and improve marketing efficiency. 🚀
Size: 2.93 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
bgreenwell/fastshap
Fast approximate Shapley values in R
Language: R - Size: 99.4 MB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 119 - Forks: 18
carpentries-incubator/fair-explainable-ml
Fair and explainable ML workshop
Language: Jupyter Notebook - Size: 38.5 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 3 - Forks: 4
nredell/shapFlex
An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model
Language: R - Size: 2.13 MB - Last synced at: 9 days ago - Pushed at: almost 5 years ago - Stars: 74 - Forks: 7
giobbu/predico-collab-forecast-research
Offshore wind power forecasting and wind ramp detection through a data analytics marketplace
Language: Jupyter Notebook - Size: 34.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
reyhanhosavci/Shapley_Value
This script focuses on explaining a pre-trained CNN’s predictions on the MedMNIST dataset using Deep SHAP. Shapley values are computed for each pixel, summed to create a single Shapley score per image, and saved alongside labels in CSV files for interpretability in medical image classification.
Language: Python - Size: 0 Bytes - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
ncaptier/radshap
A radiomic interpretation tool based on Shapley values
Language: Python - Size: 2.89 MB - Last synced at: 11 days ago - Pushed at: 5 months ago - Stars: 6 - Forks: 1
RozaAbolghasemi/User_Contribution_GRS
Two Group Recommendation Approaches based on the Contribution of the Users and Pairwise Preferences
Language: Python - Size: 103 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0
RozaAbolghasemi/Shaply_GRS
Group Recommendation Systems with Diversity-based Clustering and Game Theory
Language: Jupyter Notebook - Size: 3.31 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0
haghish/shapley
Weighted Shapley Values and Weighted Confidence Intervals for Multiple Machine Learning Models and Stacked Ensembles
Language: R - Size: 2.88 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 10 - Forks: 0
tnurbek/shapfed
[IJCAI 2024] Redefining Contributions: Shapley-Driven Federated Learning
Language: Python - Size: 61.5 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 5 - Forks: 0
libertininick/baseball
Analysis of baseball stats using ML w/ feature explainability
Language: Python - Size: 576 KB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
lujainibrahim/ecg-view-II-machine-learning
This repository is the official implementation of Explainable Prediction of Acute Myocardial Infarction using Machine Learning and Shapley Values published in IEEE Access in November 2020.
Language: Jupyter Notebook - Size: 30.5 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1
pomodoren/ODR-thesis
Msc. Thesis: Revising the clinical criteria for Dementia using explainable machine learning.
Language: TeX - Size: 14.9 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
RaoulHeese/qshaptools
Experimental toolbox for quantum Shapley values.
Language: Python - Size: 54.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1
nadiia-duiunova/Adults_visualization
This is a visual and interactive part of a bigger Adults project. Income prediction is based on Random Forest model. Front part is created with dash framework
Language: Python - Size: 9.18 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
Weixin-Liang/dialog_evaluation_CMADE
Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation (ACL 2020)
Language: Python - Size: 574 KB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 9 - Forks: 1
rainergo/UASFRA-BS-BachelorThesis
Python/Jupyter Notebook to my Bachelor-Thesis in Computer Science. Explains contributions of features that are not part of a Machine Learning model by using Transfer Learning and Shapley Values/SHAP.
Language: Jupyter Notebook - Size: 89.1 MB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
abdoush/SurvSHAP
A Proxy-Based Algorithm for Explaining Survival Models with SHAP
Language: Jupyter Notebook - Size: 749 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1
dimachine/Shap4JSM
Shapley values for JSM-method in terms of Concept Lattices (FCA)
Language: Jupyter Notebook - Size: 75.2 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0
GillHuang-Xtler/flPapers
Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Hot topics and good research groups. Paper summary
Size: 245 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 84 - Forks: 24
mattShorvon/ARFs_for_Shapley_Vals
A method for conditional shapley value estimation, built off the shapr package: https://github.com/NorskRegnesentral/shapr/tree/master
Language: R - Size: 335 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
CCaribe9/SHAPEffects
Code and experiments related to SHAPEffects paper: 'A feature selection method based on Shapley values robust to concept shift in regression'
Language: Jupyter Notebook - Size: 56 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
drvojtex/Maen
Graph neural network library
Language: Julia - Size: 9.88 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
jpmorganchase/cf-shap-facct22
Counterfactual Shapley Additive Explanation: Experiments
Language: Jupyter Notebook - Size: 1.33 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 3
harris-chris/joint-shapley-values
Source code for the Joint Shapley values: a measure of joint feature importance
Language: Jupyter Notebook - Size: 1.47 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 0
knmlprz/ShapEmotionsCorrectionAPI 📦
API for ShapEmotionsCorrection project
Language: Python - Size: 3.09 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
sander-sn/anatomy
Shapley-based decomposition to anatomize the of out-of-sample accuracy of time-series forecasting models
Language: Python - Size: 91.8 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 2
jpmorganchase/cf-shap
Counterfactual SHAP: a framework for counterfactual feature importance
Language: HTML - Size: 713 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2
sachin17git/Malware-detection-ML
Android malware detection using machine learning.
Language: Jupyter Notebook - Size: 8.81 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
chiarabales/unsupervised_sv
Reference implementation of the paper Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data
Language: Python - Size: 31.3 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0
Weixin-Liang/HERALD
HERALD: An Annotation Efficient Method to Train User Engagement Predictors in Dialogs (ACL 2021)
Language: Python - Size: 604 KB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 0
natashasaki/Detection-of-Hokusai-Gaifu-Kaisei-Replicas-and-Model-Explainer
Final Project for CS231C (Computer Vision and Image Analysis of Art)
Language: Jupyter Notebook - Size: 58 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
chiarabales/geneset_SV
Reference implementation of the paper Redundancy-aware unsupervised ranking based on game theory - application to gene enrichment analysis
Language: Python - Size: 119 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
baraki-weldat/Data-Science-Project-A1F
In this data science project, an eXplainable Hate Speech Classification model developed with BERT and SHAP Explanation tool.
Size: 1.25 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
dgtzm99/SHAP-Methods-for-Model-Explainability
Final Year Project KCL
Language: Jupyter Notebook - Size: 66 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
bgreenwell/SampleSHAP.jl
A Julia port of the fastshap package in R
Language: Julia - Size: 304 KB - Last synced at: 25 days ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
Edudeiko/heart_disease_prediction
Heart disease prediction by exploring different models, and feature importance visualization
Language: Python - Size: 1.09 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0
SeanPLeary/unsupervised-anomaly-model-shapley-explanations
An investigation on the use of shapley explanations for unsupervised anomaly-detection models
Language: HTML - Size: 563 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0
