explainable-models

There are 0 repository under explainable-models topic.

rehmanzafar / xai-iml-sota
Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.
machine-learning interpretable-models explainable-models interpretable-learning explaining-ai explanation-methods xai deep-learning-visualization interactive-machine-learning iml interpretable-machine-learning explainable-artificial-intelligence explainable-ml human-in-the-loop human-in-the-loop-machine-learning interpretability model-interpretability explainable interpretable researchers
Language:R 66
akarasman / yolo-heatmaps
A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).
lrp crp yolo xai computer-vision object-detection heatmap-visualization heatmap explainable-ai explainable-artificial-intelligence explainable-deep-learning explainable-deepneuralnetwork explainable-machine-learning explainable-ml explainable-models explanations python relevance
Language:Jupyter Notebook 39
CGC
UCDvision / CGC
Official PyTorch code for the CVPR 2022 paper - Consistent Explanations by Contrastive Learning
cgc deep-learning explainable-ai explainable-models contrastive-learning self-supervised-learning
Language:Python 18
UMBCvision / Explainable-Models-with-Consistent-Interpretations
Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'
computer-vision deep-neural-networks explainability explainable-ai explainable-models interpretability pytorch self-supervised-learning
Language:Python 16
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.
explainable-ai explainable-ml explainable-artificial-intelligence explainable-deepneuralnetwork explainable-models ai machine-learning-algorithms
Language:Jupyter Notebook 1