Alternatives and similar repositories for semanticlens:

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

• chr5tphr / zennit
  Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.
  ☆217Updated 8 months ago
• lkopf / cosy
  CoSy: Evaluating Textual Explanations
  ☆16Updated 2 months ago
• rachtibat / zennit-crp
  An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization
  ☆124Updated 9 months ago
• 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
• neuroexplicit-saar / Discover-then-Name
  Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.
  ☆38Updated 4 months ago
• annahedstroem / MetaQuantus
  MetaQuantus is an XAI performance tool to identify reliable evaluation metrics
  ☆34Updated 11 months ago
• rachtibat / LRP-eXplains-Transformers
  Layer-Wise Relevance Propagation for Large Language Models and Vision Transformers [ICML 2024]
  ☆139Updated last week
• aleks-krasowski / PINNfluence
  ☆11Updated last month
• maxdreyer / L-CRP
  Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.
  ☆14Updated last year
• visinf / funnybirds-framework
  FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)
  ☆15Updated 11 months ago
• dilyabareeva / quanda
  A toolkit for quantitative evaluation of data attribution methods.
  ☆42Updated last week
• maxdreyer / PURE
  Repository for PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits, accepted at CVPR 2024 XAI4CV Works…
  ☆14Updated 9 months ago
• kaifishr / PyTorchRelevancePropagation
  A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.
  ☆89Updated 2 years ago
• maxdreyer / pcx
  Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.
  ☆13Updated last month
• mini-pw / 2023L-ExploratoryDataAnalysis
  Introduction to exploratory data analysis course for Mathematics and data analysis studies in Spring 2022/2023
  ☆15Updated last year
• shrebox / B-cosification
  [NeurIPS 2024] Code for the paper: B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable.
  ☆30Updated this week
• serre-lab / Horama
  ☆10Updated 4 months ago
• B-cos / B-cos-v2
  Official PyTorch implementation of improved B-cos models
  ☆47Updated last year
• virelay / corelay
  CoRelAy is a tool to compose small-scale (single-machine) analysis pipelines.
  ☆27Updated 2 years ago
• serre-lab / Lens
  LENS Project
  ☆47Updated last year
• samzabdiel / XAI
  Papers and code of Explainable AI esp. w.r.t. Image classificiation
  ☆204Updated 2 years ago
• deel-ai / Craft
  👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)
  ☆62Updated last year
• serre-lab / Harmonization
  👋 Aligning Human & Machine Vision using explainability
  ☆51Updated last year
• KempnerInstitute / overcomplete
  👋 Overcomplete is a Vision-based SAE Toolbox
  ☆42Updated this week
• valentyn1boreiko / SVCEs_code
  ☆12Updated 2 years ago
• jvielhaben / MCD-XAI
  ☆11Updated last year
• fhvilshoj / TorchLRP
  A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).
  ☆135Updated 4 years ago
• KathPra / GCBM
  Official repo for arxiv paper: Aligning Visual and Semantic Interpretability through Visually Grounded Concept Bottleneck Models
  ☆19Updated 3 months ago
• erfanhatefi / Pruning-by-eXplaining-in-PyTorch
  Pruning By Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers, Paper accepted at eXCV workshop of ECCV 2…
  ☆18Updated 2 months ago
• AlexBinder / LRP_Pytorch_Resnets_Densenet
  implements some LRP rules to get explanations for Resnets and Densenet-121, including batchnorm-Conv canonization and tensorbiased layers…
  ☆25Updated last year