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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 702 58

  2. puncc puncc Public

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

    Python 349 17

  3. LARD LARD Public

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

    Jupyter Notebook 119 11

  4. deel-lip deel-lip Public

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

    Python 100 12

  5. Craft Craft Public

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

    Jupyter Notebook 67 10

  6. influenciae influenciae Public

    👋 Influenciae is a Tensorflow Toolbox for Influence Functions

    Python 64 5

Repositories

Showing 10 of 19 repositories
  • 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 2,694 0 0 Updated Oct 6, 2025
  • 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 3 14 2 Updated Sep 24, 2025
  • orthogonium Public

    New implementations of old orthogonal layers unlock large scale training.

    deel-ai/orthogonium’s past year of commit activity
    Python 21 MIT 0 0 1 Updated Sep 19, 2025
  • 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 34 MIT 2 2 0 Updated Sep 10, 2025
  • oodeel-benchmark Public
    deel-ai/oodeel-benchmark’s past year of commit activity
    Python 1 1 0 0 Updated Jul 31, 2025
  • dina Public

    DEEL ImageNet Attributions

    deel-ai/dina’s past year of commit activity
    Python 6 0 0 0 Updated Jul 30, 2025
  • deel_dataset_manager Public
    deel-ai/deel_dataset_manager’s past year of commit activity
    Python 4 MIT 1 0 0 Updated Jun 17, 2025
  • puncc Public

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

    deel-ai/puncc’s past year of commit activity
    Python 349 17 4 1 Updated Jun 10, 2025
  • deel-lip Public

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

    deel-ai/deel-lip’s past year of commit activity
    Python 100 MIT 12 3 1 Updated Mar 14, 2025
  • 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 119 MIT 11 1 1 Updated Jan 28, 2025
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