deel-ai/oodeel

Stars
51
Rank 568,706 (Top 12 %)
Language
Python
License
MIT License
Created almost 2 years ago
Updated 3 months ago

deel-ai/oodeel

deel-ai

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Simple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.

xplique

👋 Xplique is a Neural Networks Explainability Toolbox

puncc

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

deel-lip

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

influenciae

👋 Influenciae is a Tensorflow Toolbox for Influence Functions

Craft

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

Jupyter Notebook

deel-torchlip

Build and train Lipschitz-constrained networks: PyTorch implementation of 1-Lipschitz layers. For TensorFlow/Keras implementation, see https://github.com/deel-ai/deel-lip

FairSense

This library allow to compute global sensitivity indices in the context of fairness measurements.

lipdp

Lipdp leverages Lipchitz constraints to train differentially private networks without clipping.

Jupyter Notebook

deel_dataset_manager