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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 728 60

  2. puncc puncc Public

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

    Python 368 19

  3. LARD LARD Public

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

    Jupyter Notebook 126 12

  4. deel-lip deel-lip Public

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

    Python 101 11

  5. Craft Craft Public

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

    Jupyter Notebook 71 10

  6. influenciae influenciae Public

    👋 Influenciae is a Tensorflow Toolbox for Influence Functions

    Python 64 5

Repositories

Showing 10 of 22 repositories
  • xplique Public

    👋 Xplique is a Neural Networks Explainability Toolbox

    deel-ai/xplique’s past year of commit activity
    Python 728 60 8 (1 issue needs help) 5 Updated Jan 22, 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
    0 0 0 1 Updated Jan 22, 2026
  • puncc Public

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

    deel-ai/puncc’s past year of commit activity
    Python 368 19 4 1 Updated Jan 22, 2026
  • influenciae Public

    👋 Influenciae is a Tensorflow Toolbox for Influence Functions

    deel-ai/influenciae’s past year of commit activity
    Python 64 5 9 0 Updated Jan 21, 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 39 MIT 2 2 0 Updated Jan 20, 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 60 MIT 4 18 3 Updated Jan 20, 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 126 MIT 12 2 1 Updated Dec 15, 2025
  • 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
  • uq-masterclass Public

    This repository contains the notebooks and related materials for the master class "Uncertainty Quantification".

    deel-ai/uq-masterclass’s past year of commit activity
    Jupyter Notebook 10 1 0 0 Updated Nov 26, 2025
  • 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 3,583 0 0 Updated Oct 14, 2025

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