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Dependable, Certifiable & Explainable Artificial Intelligence for Critical Systems

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xplique xplique Public

👋 Xplique is a Neural Networks Explainability Toolbox

Python 721 59
puncc puncc Public

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

Python 357 18
LARD LARD Public

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

Jupyter Notebook 123 12
deel-lip deel-lip Public

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

Python 100 11
Craft Craft Public

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

Jupyter Notebook 71 10
influenciae influenciae Public

👋 Influenciae is a Tensorflow Toolbox for Influence Functions

Python 64 4

Repositories

xplique Public
👋 Xplique is a Neural Networks Explainability Toolbox

deel-ai/xplique’s past year of commit activity

Python 721 59 8 (1 issue needs help) 4 Updated Dec 3, 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 4 15 2 Updated Dec 1, 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
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 123 MIT 12 2 1 Updated Dec 1, 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 357 18 4 1 Updated Nov 28, 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
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 37 MIT 2 2 3 Updated Nov 2, 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 3,201 0 0 Updated Oct 14, 2025
hackathon-france-quebec Public
This is a repository containing all necessary instructions for the DEEL France-Québec Hackathon!

deel-ai/hackathon-france-quebec’s past year of commit activity

1 Apache-2.0 0 0 0 Updated Oct 14, 2025
orthogonium Public
New implementations of old orthogonal layers unlock large scale training.

deel-ai/orthogonium’s past year of commit activity

Python 23 MIT 0 0 1 Updated Sep 19, 2025