Alternatives and similar repositories for beexplainable:

Users that are interested in beexplainable are comparing it to the libraries listed below

• annahedstroem / MetaQuantus
  MetaQuantus is an XAI performance tool to identify reliable evaluation metrics
  ☆33Updated 10 months ago
• aakashrkaku / intermdiate_layer_matter_ssl
  The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.
  ☆40Updated 2 years ago
• gregdeon / spotlight
  Implementation of the spotlight: a method for discovering systematic errors in deep learning models
  ☆11Updated 3 years ago
• rodrigobdz / lrp
  Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curv…
  ☆15Updated 2 years ago
• deel-ai / Craft
  👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)
  ☆62Updated last year
• UMBCvision / Explainable-Models-with-Consistent-Interpretations
  Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'
  ☆18Updated 2 years ago
• princetonvisualai / OverlookedFactors
  Overlooked Factors in Concept-based Explanations: Dataset Choice, Concept Learnability, and Human Capability (CVPR 2023)
  ☆9Updated last year
• mdca-loss / MDCA-Calibration
  [CVPR 2022] Official code for the paper: "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibra…
  ☆32Updated 2 years ago
• zhiCHEN96 / ConceptWhitening
  ☆120Updated 2 years ago
• andyzoujm / pixmix
  PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures (CVPR 2022)
  ☆103Updated 2 years ago
• sayakpaul / Generalized-ODIN-TF
  TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution …
  ☆45Updated 3 years ago
• rachtibat / zennit-crp
  An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization
  ☆123Updated 8 months ago
• LLNL / fastcam
  A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore Nationa…
  ☆45Updated 4 years ago
• facebookresearch / Whac-A-Mole
  Code for the paper "A Whac-A-Mole Dilemma Shortcuts Come in Multiples Where Mitigating One Amplifies Others"
  ☆47Updated 7 months ago
• Jonathan-Pearce / calibration_library
  Pytorch library for model calibration metrics and visualizations as well as recalibration methods. In progress!
  ☆70Updated this week
• JindongGu / Contrastive-LRP
  A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'
  ☆17Updated 2 years ago
• dooleys / FR-NAS
  ☆16Updated last year
• peterbhase / interpretable-image
  Code for "Interpretable Image Recognition with Hierarchical Prototypes"
  ☆18Updated 5 years ago
• maxdreyer / L-CRP
  Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.
  ☆13Updated last year
• maxdreyer / Reveal2Revise
  Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.
  ☆19Updated last year
• ahmedmagdiosman / clevr-xai
  Dataset and code for the CLEVR-XAI dataset.
  ☆31Updated last year
• The-AI-Summer / simclr
  An education step by step implementation of SimCLR that accompanies the blogpost
  ☆32Updated 2 years ago
• facebookresearch / ModelRatatouille
  Recycling diverse models
  ☆44Updated 2 years ago
• maxdreyer / pcx
  Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.
  ☆11Updated this week
• dmitrykazhdan / concept-based-xai
  Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
  ☆52Updated 2 years ago
• dlmacedo / robust-deep-learning
  A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-di…
  ☆17Updated 2 years ago
• B-cos / B-cos-v2
  Official PyTorch implementation of improved B-cos models
  ☆45Updated 11 months ago
• gifford-lab / overinterpretation
  Code for Overinterpretation paper
  ☆19Updated last year
• mongeoroo / Relevance-CAM
  The official code of Relevance-CAM
  ☆41Updated last year
• vaynexie / CausalX-ViT
  ☆16Updated last year