DEEL (@deel-ai)
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deel-ai

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  • Stars
    star
    103
  • Global Org. Rank 57,180 (Top 19 %)
  • Registered over 5 years ago
  • Most used languages
    Python
         80.0 %
    Jupyter Notebook
         20.0 %

Top repositories

1

xplique

👋 Xplique is a Neural Networks Explainability Toolbox
Python
618
star
2

puncc

👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
Python
264
star
3

deel-lip

Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers
Python
86
star
4

influenciae

👋 Influenciae is a Tensorflow Toolbox for Influence Functions
Python
55
star
5

oodeel

Simple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.
Python
51
star
6

Craft

👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)
Jupyter Notebook
46
star
7

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
Python
22
star
8

FairSense

This library allow to compute global sensitivity indices in the context of fairness measurements.
Python
9
star
9

lipdp

Lipdp leverages Lipchitz constraints to train differentially private networks without clipping.
Jupyter Notebook
5
star
10

deel_dataset_manager

Python
4
star