shapley
Here are 40 public repositories matching this topic...
Shapley Values with H2O AutoML Example (ML Interpretability)
-
Updated
Mar 17, 2019 - HTML
A project for Intelligent Systems course done in 2019.3, it's a regression model using the XGBoost algorithm to predict future values of investment fund shares.
-
Updated
Dec 18, 2019 - Jupyter Notebook
Using data within first 24 hours of intensive care to develop a machine learning model that could improve the current patient survival probability prediction system (apache_4a) and is more generalized to patients outside of the US
-
Updated
Mar 24, 2020 - Jupyter Notebook
An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model
-
Updated
Jun 9, 2020 - R
For calculating Shapley values via linear regression.
-
Updated
Jun 6, 2021 - Python
Search vector Shapley in cooperative game
-
Updated
Jun 10, 2021 - Python
This repository contains an example of how to implement the shap library to interpret a machine learning model.
-
Updated
Jul 13, 2021 - Jupyter Notebook
Predicting Demand in Primary Health Care Centers in Lebanon: Insight from Syrian Refugees Crisis
-
Updated
Jul 15, 2021 - Jupyter Notebook
A lightweight implementation of removal-based explanations for ML models.
-
Updated
Jul 19, 2021 - Python
Interpretable machine learning based on Shapley values
-
Updated
Jul 20, 2021 - Python
Jupyter Notebook Templates for quick prototyping of machine learning solutions
-
Updated
Sep 22, 2021 - Jupyter Notebook
A Julia package for interpretable machine learning with stochastic Shapley values
-
Updated
May 6, 2024 - Julia
Multi-Touch Attribution
-
Updated
Feb 26, 2022 - Python
streamlit-shap provides a wrapper to display SHAP plots in Streamlit.
-
Updated
Jul 21, 2022 - Python
Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
-
Updated
Aug 8, 2022
ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any model or data and different Shapley Values for tree-based models.
-
Updated
Aug 31, 2022 - Jupyter Notebook
In this repository you will fine explainability of machine learning models.
-
Updated
Feb 17, 2023
FastAPI for gathering LocationIQ bounding box and PurpleAir Sensor Data then creating interpolated GeoJson using KNN-Regression
-
Updated
May 9, 2023 - Python
Improve this page
Add a description, image, and links to the shapley topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the shapley topic, visit your repo's landing page and select "manage topics."