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The Top 13 Explainable Machine Learning Open Source Projects

Open source projects categorized as Explainable Machine Learning
Categories > Explainable Machine Learning
Modelstudio ⭐ 305
📍 Interactive Studio for Explanatory Model Analysis
total releases 18most recent commit 8 months ago
Secml ⭐ 100
A Python library for Secure and Explainable Machine Learning
dependent packages 2total releases 31most recent commit a year agopypi secml} Downloads
Survex ⭐ 79
Explainable Machine Learning in Survival Analysis
total releases 4most recent commit 4 months ago
Torchprism ⭐ 40
Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework
total releases 4most recent commit a year ago
Yolo Heatmaps ⭐ 32
A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).
most recent commit 5 months ago
Xai_thyroid ⭐ 24
All Classification and Object Detection XAI methods (CAM-based, backpropagation-based, perturbation-based, statistic-based) for thyroid cancer ultrasound images
most recent commit a year ago
Stexplainer ⭐ 15
"STExplainer: Explainable Spatio-Temporal Graph Neural Networks"
most recent commit 3 months ago
T Visne ⭐ 7
t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections
most recent commit 2 years ago
Cfai ⭐ 7
A collection of algorithms of counterfactual explanations.
total releases 1most recent commit 3 years ago
Robust Counterfactuals ⭐ 6
Repo of the paper "On the Robustness of Sparse Counterfactual Explanations to Adverse Perturbations"
most recent commit a year ago
Xaisuite ⭐ 5
XAISuite: Train machine learning models, generate explanations, and compare different explanation systems with just a simple line of code.
total releases 73most recent commit 5 months ago
Cf Shap ⭐ 5
Counterfactual SHAP: a framework for counterfactual feature importance
most recent commit a year ago
Distillml ⭐ 5
An R package providing functions for interpreting and distilling machine learning models
most recent commit a year ago
The 6 Latest Releases In Explainable Machine Learning Open Source Projects
Survex ⭐ 79
Explainable Machine Learning in Survival Analysis
total releases 4latest release September 06, 2023most recent commit 4 months ago
Modelstudio ⭐ 305
📍 Interactive Studio for Explanatory Model Analysis
total releases 18latest release February 20, 2023most recent commit 8 months ago
Secml ⭐ 100
A Python library for Secure and Explainable Machine Learning
dependent packages 2total releases 31latest release November 26, 2021most recent commit a year agopypi secml} Downloads
Cfai ⭐ 7
A collection of algorithms of counterfactual explanations.
total releases 1latest release March 22, 2021most recent commit 3 years ago
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