Topic: "explainable-models"
rehmanzafar/xai-iml-sota
Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.
Language: R - Size: 1.12 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 13

akarasman/yolo-heatmaps
A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).
Language: Jupyter Notebook - Size: 3.68 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 35 - Forks: 11

UCDvision/CGC
Official PyTorch code for the CVPR 2022 paper - Consistent Explanations by Contrastive Learning
Language: Python - Size: 355 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 1

UMBCvision/Explainable-Models-with-Consistent-Interpretations
Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'
Language: Python - Size: 18.3 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 14 - Forks: 1

Milan-Chicago/Explainable-AI-Examples
AI explainability is a big topic in the tech world right now, & experts have been working to create ways for machines to start explaining what they are doing. So I am compiling all great examples of tools used to help with AI explainability.
Language: Jupyter Notebook - Size: 56.6 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1
