deel-ai/deel_dataset_manager

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4
Rank 3,304,323 (Top 66 %)
Language
Python
License
MIT License
Created over 3 years ago
Updated about 2 years ago

deel-ai/deel_dataset_manager

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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

oodeel

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

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