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Name: DEEL
Type: Organization
Bio: Dependable, Certifiable & Explainable Artificial Intelligence for Critical Systems
Blog: https://www.deel.ai
Name: DEEL
Type: Organization
Bio: Dependable, Certifiable & Explainable Artificial Intelligence for Critical Systems
Blog: https://www.deel.ai
👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)
Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers
Build and train Lipschitz-constrained networks: PyTorch implementation of 1-Lipschitz layers. For TensorFlow/Keras implementation, see https://github.com/deel-ai/deel-lip
This 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.
This library allow to compute global sensitivity indices in the context of fairness measurements.
Experiment results for the ERTS2022 article
👋 Influenciae is a Tensorflow Toolbox for Influence Functions
A runway dataset and a generator of synthetic aerial images with automatic labeling.
Lipdp leverages Lipchitz constraints to train differentially private networks without clipping.
Simple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.
👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
👋 Xplique is a Neural Networks Explainability Toolbox
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.