Alternatives and similar repositories for Craft:

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

• 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
• serre-lab / Lens
  LENS Project
  ☆46Updated 11 months ago
• evandez / neuron-descriptions
  Natural Language Descriptions of Deep Visual Features, ICLR 2022
  ☆62Updated last year
• YanNeu / spurious_imagenet
  Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet
  ☆30Updated last year
• Trustworthy-ML-Lab / CLIP-dissect
  An automatic and efficient tool to describe functionalities of individual neurons in DNNs
  ☆43Updated last year
• oripress / EntropyEnigma
  Official code for the ICML 2024 paper "The Entropy Enigma: Success and Failure of Entropy Minimization"
  ☆48Updated 8 months ago
• mateoespinosa / cem
  Repository for our NeurIPS 2022 paper "Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off" and our NeurIPS 2023 paper…
  ☆57Updated 3 weeks ago
• paulgavrikov / vlm_shapebias
  Official code for "Can We Talk Models Into Seeing the World Differently?" (ICLR 2025).
  ☆21Updated 3 weeks ago
• mertyg / post-hoc-cbm
  Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023
  ☆73Updated 9 months ago
• shrebox / B-cosification
  Code for the paper: B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable. NeurIPS 2024.
  ☆29Updated this week
• visinf / funnybirds
  FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)
  ☆20Updated 2 months ago
• maxdreyer / PURE
  Repository for PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits, accepted at CVPR 2024 XAI4CV Works…
  ☆12Updated 8 months ago
• shift-happens-benchmark / icml-2022
  Crowdsourcing metrics and test datasets beyond ImageNet (ICML 2022 workshop)
  ☆38Updated 9 months ago
• izmailovpavel / spurious_feature_learning
  ☆44Updated 2 years ago
• singlasahil14 / salient_imagenet
  Code for the ICLR 2022 paper. Salient Imagenet: How to discover spurious features in deep learning?
  ☆38Updated 2 years ago
• WalBouss / LeGrad
  ☆62Updated 4 months ago
• andrijazz / ash
  Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection
  ☆50Updated 5 months ago
• annahedstroem / MetaQuantus
  MetaQuantus is an XAI performance tool to identify reliable evaluation metrics
  ☆33Updated 10 months ago
• PolinaKirichenko / deep_feature_reweighting
  ☆107Updated last year
• moboehle / B-cos
  B-cos Networks: Alignment is All we Need for Interpretability
  ☆107Updated last year
• rachtibat / zennit-crp
  An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization
  ☆123Updated 8 months ago
• MadryLab / data-transfer
  ☆34Updated 2 years ago
• B-cos / B-cos-v2
  Official PyTorch implementation of improved B-cos models
  ☆45Updated 11 months ago
• neuroexplicit-saar / Discover-then-Name
  Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.
  ☆35Updated 3 months ago
• Trustworthy-ML-Lab / Label-free-CBM
  A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled concept dat…
  ☆88Updated 10 months ago
• NoahVl / Explaining-In-Style-Reproducibility-Study
  Re-implementation of the StylEx paper, training a GAN to explain a classifier in StyleSpace, paper by Lang et al. (2021).
  ☆35Updated last year
• AI4LIFE-GROUP / SpLiCE
  Sparse Linear Concept Embeddings
  ☆81Updated 6 months ago
• MadryLab / failure-directions
  Distilling Model Failures as Directions in Latent Space
  ☆46Updated 2 years ago
• andyzoujm / pixmix
  PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures (CVPR 2022)
  ☆103Updated 2 years ago