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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

deepsleep

Sleep analysis with deep learning

dynamiqs

High-performance quantum systems simulation with JAX (GPU-accelerated & differentiable solvers).

fair-auction

Online/offline learning algorithms for fair ad auctions with budget constraints.

fairauction

fingerprint

Fingerprint reader in C++

fixmatch-pytorch

Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

hpc

OpenMP parallel computing tests

is-there-tgvmax

jigsawpuzzlepytorch

Pytorch implementation of the method from the paper "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles"

lightly

A python library for self-supervised learning on images.

mds_clustering

MDS disease clustering

models

Models and examples built with TensorFlow

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.

pytorch-template

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)

simple-lightning-template

simple-torch-template

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

testpierre