The Top 64 Semi Supervised Learning Open Source Projects

Awesome Open Source

Awesome Open Source

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semi-supervised-learning x

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Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 64 Semi Supervised Learning Open Source Projects

Categories > Machine Learning > Semi Supervised Learning

Cleanlab ⭐ 2,062

The standard package for machine learning with noisy labels and finding mislabeled data. Works with most datasets and models.

Unsupervised Data Augmentation (UDA)

Mean Teacher ⭐ 1,198

A state-of-the-art semi-supervised method for image recognition

Awesome Federated Learning ⭐ 887

Federated Learning Library: https://fedml.ai

Gans In Action ⭐ 791

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

Alibi Detect ⭐ 776

Algorithms for outlier, adversarial and drift detection

Awesome Semi Supervised Learning ⭐ 718

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

Semi Supervised Pytorch ⭐ 633

Implementations of various VAE-based semi-supervised and generative models in PyTorch

Ganomaly ⭐ 595

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

Hypergbm ⭐ 557

A full pipeline AutoML tool for tabular data

Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"

Ssgan Tensorflow ⭐ 499

A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).

Ssl4mis ⭐ 488

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

Stn Ocr ⭐ 483

Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition

Imbalanced Semi Self ⭐ 465

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

Mixmatch Pytorch ⭐ 434

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

Advsemiseg ⭐ 399

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

Dassl.pytorch ⭐ 368

A PyTorch toolbox for domain adaptation and semi-supervised learning.

Fixmatch Pytorch ⭐ 354

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

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.

Fewshot_gan Unet3d ⭐ 296

Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

Tricks Of Semi Superviseddeepleanring Pytorch ⭐ 281

PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch

Learning to Cluster. A deep clustering strategy.

Good Papers ⭐ 251

I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers

Improvedgan Pytorch ⭐ 249

Semi-supervised GAN in "Improved Techniques for Training GANs"

📄 Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).

Graph Adversarial Learning ⭐ 224

A curated collection of adversarial attack and defense on graph data.

Adversarial Autoencoders ⭐ 223

Tensorflow implementation of Adversarial Autoencoders

Graph Representation Learning ⭐ 213

Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)

Triple Gan ⭐ 209

See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN

VOSK Speech Recognition Toolkit

Accel Brain Code ⭐ 186

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

Deep Sad Pytorch ⭐ 182

A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.

Stylealign ⭐ 175

[ICCV 2019]Aggregation via Separation: Boosting Facial Landmark Detector with Semi-Supervised Style Transition

Self Supervised Speech Recognition ⭐ 163

speech to text with self-supervised learning based on wav2vec 2.0 framework

Ganbert ⭐ 154

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

Weakly Supervised Panoptic Segmentation ⭐ 153

Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

Adversarial Semisupervised Semantic Segmentation ⭐ 148

Pytorch Implementation of "Adversarial Learning For Semi-Supervised Semantic Segmentation" for ICLR 2018 Reproducibility Challenge

Snowball ⭐ 143

Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)

Deepergnn ⭐ 132

Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]

Mixmatch Pytorch ⭐ 120

Pytorch Implementation of the paper MixMatch: A Holistic Approach to Semi-Supervised Learning (https://arxiv.org/pdf/1905.02249.pdf)

Torchsemiseg ⭐ 116

[CVPR 2021] Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)

Adversarial_text ⭐ 112

Code for Adversarial Training Methods for Semi-Supervised Text Classification

Code for reproducing ICT ( published in IJCAI 2019)

Virtual Adversarial Training ⭐ 106

Pytorch implementation of Virtual Adversarial Training

Semi-supervised Medical Image Segmentation through Dual-task Consistency

Bible_text_gcn ⭐ 96

Pytorch implementation of "Graph Convolutional Networks for Text Classification"

Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"

Hypergcn ⭐ 88

NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs

Deepaffinity ⭐ 81

Protein-compound affinity prediction through unified RNN-CNN

Sparsely Grouped Gan ⭐ 69

Code for paper "Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation"

Acgan Pytorch ⭐ 64

Pytorch implementation of Conditional Image Synthesis with Auxiliary Classifier GANs

Ali Pytorch ⭐ 64

PyTorch implementation of Adversarially Learned Inference (BiGAN).

Augmentation For Lnl ⭐ 63

[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".

Context Aware Consistency ⭐ 62

Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)

Usss_iccv19 ⭐ 59

Code for Universal Semi-Supervised Semantic Segmentation models paper accepted in ICCV 2019

Semi Supervised Learning Pytorch ⭐ 58

Several SSL methods (Pi model, Mean Teacher) are implemented in pytorch

SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)

Social Media Depression Detector ⭐ 45

😔 😞 😣 😖 😩 Detect depression on social media using the ssToT method introduced in our ASONAM 2017 paper titled "Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media"

"In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah (ICLR 2021)

Wavencoder ⭐ 43

WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models with PyTorch backend.

Implementation of Ladder Network in PyTorch.

Deep Clustering Toolbox ⭐ 21

PyTorch Vision Toolbox not only for deep-clustering

1-64 of 64 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210