tcav

There are 0 repository under tcav topic.

• tensorflow / tcav

  Code for the TCAV ML interpretability project

  interpretabilitymachine-learningtcav
  Language:Jupyter Notebook 620

• rakhimovv / tcav

  Quantitative Testing with Concept Activation Vectors in PyTorch

  pytorchtcavinterpretable-deep-learningxai
  Language:Python 39

• CEBaBing / CEBaB

  CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior

  causal-analysisconexplanguage-modellimetcavconceptshapcausallminlp
  Language:Python 11

• shantanu-ai / Explainability-with-LTH

  Repository of the course project of CMU 16-824 Visual Learning and Recognition

  computer-visionexplainable-aigrad-cam-visualizationlottery-ticket-hypothesispruningtcavcnndeep-learningpytorchvlr16-824cub200-2011
  Language:Jupyter Notebook 5

• lcylmhlcy / TCAV_pytorch

  TCAV implementation, based on Pytorch1.8 and TF2.3

  xaipytorchtcav
  Language:Python 4

• soumyadip1995 / TCAV

  ⚙📲Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)

  artificial-intelligencedeep-learningmachine-learningpythontcav
  Language:Jupyter Notebook 1

• manyue-zhang / Frontend-for-Captum

  Based on the papers "Interpretability Beyond Feature Attribution: QuantitativeTestingwithConceptActivationVectors(TCAV)" and Captum's instantiation https://captum.ai/docs/captum_insights, we developed this frontend for the Captum project based on the streamlit framework.

  captumdeep-learningpythonstreamlittcavwebapp
  0

• NikolaAndro / Model_Inspection

  Inspecting ML models using heat map and TCAV.

  cifar10cifar100heat-mapkerasmachine-learningtcavtensorflow
  Language:Jupyter Notebook

• savrgg / MsCS_thesis

  Repository for Computer Science Master Thesis

  recommender-systemtcavtwo-tower-neural-networks
  Language:Jupyter Notebook

• stevenbischoff / TCAV-Implementation

  Implements TCAV (a model interpretation technique) using TensorFlow and discusses the method's strengths and weaknesses

  graphvizinterpretable-machine-learningtcavtensorflow
  Language:Jupyter Notebook