explainable-ai topic
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
vit-explain
Explainability for Vision Transformers
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
ClusterShapley
Explaining dimensionality results using SHAP values
hc_ml
Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
CADE
Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications
bert_attn_viz
Visualize BERT's self-attention layers on text classification tasks
RISE
Detect model's attention
mindsdb
AI's query engine - Platform for building AI that can answer questions over large scale federated data. - The only MCP Server you'll ever need
DALEX
moDel Agnostic Language for Exploration and eXplanation