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DEEL

Dependable, Certifiable & Explainable Artificial Intelligence for Critical Systems

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  1. xplique xplique Public

    👋 Xplique is a Neural Networks Explainability Toolbox

    Python 759 65

  2. puncc puncc Public

    👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.

    Python 413 23

  3. LARD LARD Public

    A runway dataset and a generator of synthetic aerial images with automatic labeling.

    Jupyter Notebook 140 15

  4. deel-lip deel-lip Public

    Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers

    Python 102 12

  5. Craft Craft Public

    👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)

    Jupyter Notebook 77 11

  6. influenciae influenciae Public

    👋 Influenciae is a Tensorflow Toolbox for Influence Functions

    Python 68 4

Repositories

Showing 10 of 22 repositories
  • puncc Public

    👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.

    deel-ai/puncc's past year of commit activity
    Python 413 23 2 2 Updated Oct 14, 2026
  • xplique Public

    👋 Xplique is a Neural Networks Explainability Toolbox

    deel-ai/xplique's past year of commit activity
    Python 759 65 7 4 Updated Oct 13, 2026
  • xplique-adapters Public

    Contains models-specific code that can not be part of the main xplique repository

    deel-ai/xplique-adapters's past year of commit activity
    Python 1 0 1 0 Updated Oct 9, 2026
  • LARD Public

    A runway dataset and a generator of synthetic aerial images with automatic labeling.

    deel-ai/LARD's past year of commit activity
    Jupyter Notebook 140 MIT 15 0 0 Updated Sep 3, 2026
  • influenciae Public

    👋 Influenciae is a Tensorflow Toolbox for Influence Functions

    deel-ai/influenciae's past year of commit activity
    Python 68 4 9 1 Updated Aug 24, 2026
  • hackathon-lerobot-cube-bingo Public

    This is a repository containing all necessary instructions for the hackathon "LeRobot Cube Bingo" organized by DEEL!

    deel-ai/hackathon-lerobot-cube-bingo's past year of commit activity
    2 Apache-2.0 2 0 0 Updated Jun 28, 2026
  • lerobot-hackathon Public Forked from huggingface/lerobot

    Fork of 🤗 LeRobot. This fork is intended to be used during the DEEL France-Québec Hackathon.

    deel-ai/lerobot-hackathon's past year of commit activity
    Python 0 Apache-2.0 5,970 0 0 Updated Jun 19, 2026
  • oodeel Public

    Simple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.

    deel-ai/oodeel's past year of commit activity
    Python 62 MIT 4 18 2 Updated May 19, 2026
  • deel-torchlip Public

    Build and train Lipschitz-constrained networks: PyTorch implementation of 1-Lipschitz layers. For TensorFlow/Keras implementation, see https://github.com/deel-ai/deel-lip

    deel-ai/deel-torchlip's past year of commit activity
    Python 44 MIT 2 1 0 Updated Mar 23, 2026
  • ood-masterclass Public

    This repository contains the notebooks and related materials for the master class "Out-of-Distribution Detection"

    deel-ai/ood-masterclass's past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Dec 1, 2025
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