mixmatch 开源项目推荐（15 个）

iBelieveCJM /Tricks-of-Semi-supervisedDeepLeanring-Pytorch

PseudoLabel 2013、增值税（VAT）、PI模型、Tempens、MeanTeacher、ICT、MixMatch、FixMatch

filaPro /visda2019

MixMatch Domain Adaptation: Prize-winning solution for both tracks of VisDA 2019 challenge

Jeffkang-94 /Mixmatch-pytorch-SSL

An unofficial PyTorch implementation of MixMatch - A Holistic Approach to Semi-Supervised Learning

ylsung /lightning-semi-supervised-learning

Implementation of semi-supervised learning using PyTorch Lightning

Shubhammawa /MixMatch-Semi-Supervised-Learning

A Pytorch implementation of the MixMatch algorithm developed by google-research.

duyao-art /MixMatch-pytorch-customized-dataset

Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"

HuipengXu /MixMatch-PyTorch

an unofficial PyTorch implementation of "MixMatch: A Holistic Approach to Semi-Supervised Learning" on IMDB

MoleculeTransformers /moleculenet-bert-ssl

Semi-supervised learning techniques (pseudo-label, mixmatch, and co-training) for pre-trained BERT language model amidst low-data regime based on molecular SMILES from the Molecule Net benchmark.

SabaHoque /SSL_Segmentation_using_yolov11

This repository contains the complete implementation of a semi-supervised instance segmentation pipeline using YOLOv11. The project explores FixMatch, MixMatch, and Mean Teacher methods and evaluates their effectiveness using limited labeled data and abundant unlabeled data as part of the CSE 438 Final Project.

alvin-yang68 /Noisy-Imagewoof

Transfer learning and semi-supervised learning (MixMatch) on noisy Imagewoof data using PyTorch.

Afrin-Appy /CSE438-_GroupF_Code

Consolidated SSL segmentation - Baseline segmentation model and Semi-supervised segmentation

HonglingLei /MixMatch

A semi-supervised learning algorithm

sgiorgis /MixMatch-Pytorch

Reproduction of "MixMatch - A Holistic Approach to Semi-Supervised Learning" in Pytorch.

komfkore /AdThMix

Advanced Scheduling Algorithm for Managing Pseudo Labels in Semi-Supervised Learning

FR-DC /MixMatch-PyTorch-CIFAR10

CIFAR10 PyTorch implementation of "MixMatch - A Holistic Approach to Semi-Supervised Learning"