DEEL

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22 repositories

influenciae
Public
👋 Influenciae is a Tensorflow Toolbox for Influence Functions
outlier-detection explainable-ai influence-functions fairness-ai explainability misclassification
Python
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Other
•4•65•9•1•Updated Feb 12, 2026Feb 12, 2026
puncc
Public
👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
uncertainty-quantification uncertainty-estimation conformal-prediction conformal-regressors conformal-inference
Python
•18•371•5•1•Updated Feb 11, 2026Feb 11, 2026
xplique
Public
👋 Xplique is a Neural Networks Explainability Toolbox
interpretability explainable-ai explainable-ml xai
Python
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Other
•61•732•9•7•Updated Feb 11, 2026Feb 11, 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-a…
pytorch robustness lipschitz-network
Python
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MIT License
•2•39•2•1•Updated Feb 2, 2026Feb 2, 2026
xplique-adapters
Public
Contains models-specific code that can not be part of the main xplique repository
0•0•0•1•Updated Jan 23, 2026Jan 23, 2026
oodeel
Public
Simple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.
deep-neural-networks tensorflow pytorch robustness out-of-distribution-detection post-hoc-analysis
Python
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MIT License
•4•60•18•3•Updated Jan 20, 2026Jan 20, 2026
LARD
Public
A runway dataset and a generator of synthetic aerial images with automatic labeling.
Jupyter Notebook
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MIT License
•12•127•2•1•Updated Dec 15, 2025Dec 15, 2025
ood-masterclass
Public
This repository contains the notebooks and related materials for the master class "Out-of-Distribution Detection"
Jupyter Notebook
•0•0•0•0•Updated Dec 1, 2025Dec 1, 2025
uq-masterclass
Public
This repository contains the notebooks and related materials for the master class "Uncertainty Quantification".
uncertainty-quantification conformal-prediction conformal-inference
Jupyter Notebook
•1•10•0•0•Updated Nov 26, 2025Nov 26, 2025
lerobot-hackathon
Public
Fork of 🤗 LeRobot. This fork is intended to be used during the DEEL France-Québec Hackathon.
Python
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Apache License 2.0
•3.8k•0•0•0•Updated Oct 14, 2025Oct 14, 2025
hackathon-france-quebec
Public
This is a repository containing all necessary instructions for the DEEL France-Québec Hackathon!
Apache License 2.0
•0•1•0•0•Updated Oct 14, 2025Oct 14, 2025
orthogonium
Public
New implementations of old orthogonal layers unlock large scale training.
Python
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MIT License
•0•29•1•1•Updated Sep 19, 2025Sep 19, 2025
oodeel-benchmark
Public
Python
•1•1•0•0•Updated Jul 31, 2025Jul 31, 2025
dina
Public
DEEL ImageNet Attributions
Python
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Other
•0•6•0•0•Updated Jul 30, 2025Jul 30, 2025
deel_dataset_manager
Public
Python
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MIT License
•1•4•0•0•Updated Jun 17, 2025Jun 17, 2025
deel-lip
Public
Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers
tensorflow keras keras-tensorflow spectral-normalization lipschitz-functions tensorflow2 wasserstein-distance-estimation lipschitz-regularization lipschitz
Python
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MIT License
•11•102•4•1•Updated Mar 14, 2025Mar 14, 2025
lipdp
Public
Lipdp leverages Lipchitz constraints to train differentially private networks without clipping.
Jupyter Notebook
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MIT License
•0•7•0•0•Updated Mar 20, 2024Mar 20, 2024
deel-with-augmentation
Public
This repository contains the work of Vuong Nguyen that was conducted during his apprenticeship with the DEEL team. Namely, Vuong conducted several experiments t…
Jupyter Notebook
•0•1•0•0•Updated Jan 31, 2024Jan 31, 2024
Craft
Public
👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)
Jupyter Notebook
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Other
•11•71•5•1•Updated Jul 20, 2023Jul 20, 2023
FairSense
Public
This library allow to compute global sensitivity indices in the context of fairness measurements.
Python
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MIT License
•0•9•0•0•Updated Mar 29, 2023Mar 29, 2023
relu-prime
Public
Jupyter Notebook
•1•2•0•0•Updated Jan 24, 2022Jan 24, 2022
hijacking-acas
Public
Experiment results for the ERTS2022 article
0•4•0•0•Updated Oct 1, 2021Oct 1, 2021