DEEL
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oodeel
PublicSimple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.- Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers
deel-torchlip
PublicBuild and train Lipschitz-constrained networks: PyTorch implementation of 1-Lipschitz layers. For TensorFlow/Keras implementation, see https://github.com/deel-ai/deel-lipLARD
Publicpuncc
Public👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.uq-masterclass
PublicThis repository contains the notebooks and related materials for the master class "Uncertainty Quantification".xplique
Public👋 Xplique is a Neural Networks Explainability Toolboxinfluenciae
Public👋 Influenciae is a Tensorflow Toolbox for Influence Functionslipdp
Publicdeel-with-augmentation
PublicThis repository contains the work of Vuong Nguyen that was conducted during his apprenticeship with the DEEL team. Namely, Vuong conducted several experiments to challenge generative data augmentation techniques from a Fairness perspective. He worked under the supervision of Lucas Hervier and Agustin Picard.Craft
Publicdeel_dataset_manager
Publicrelu-prime
Publichijacking-acas
Public