Aurélien GAUFFRE's repositories
fair-auction
Online/offline learning algorithms for fair ad auctions with budget constraints.
darts
Differentiable architecture search for convolutional and recurrent networks
darts.pytorch1.1
Implementation with latest PyTorch (v1.1) for multi-gpu DARTS https://arxiv.org/abs/1806.09055
darts.pytorch1.3_MultiGPU
Implementation with latest PyTorch (v1.3) for multi-gpu DARTS without bugs.
datasets-populator
Basic script to automate classical datasets downloading, unzipping and processing
dynamiqs
High-performance quantum systems simulation with JAX (GPU-accelerated & differentiable solvers).
fingerprint
Fingerprint reader in C++
FixMatch-pytorch
Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
lightly
A python library for self-supervised learning on images.
netwulf
Interactive visualization of networks based on Ulf Aslak's d3 web app.
Pillow
Python Imaging Library (Fork)
pytorch-cifar
95.47% on CIFAR10 with PyTorch
pytorch-randaugment
Unofficial PyTorch Reimplementation of RandAugment.
query2labels
Official implementation of paper "Query2Label: A Simple Transformer Way to Multi-Label Classification".
Semi-supervised-learning
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
SMABalancingGroups
Simple data balancing baselines for worst-group-accuracy benchmarks.
solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
swav
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
torchMTL
A lightweight module for Multi-Task Learning in pytorch.
vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.