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The Top 371 Semi Supervised Learning Open Source Projects

Categories > Machine Learning > Semi Supervised Learning
Transfer Learning Library ⭐ 1,854
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
total releases 2most recent commit 9 days ago
Uda ⭐ 1,782
Unsupervised Data Augmentation (UDA)
most recent commit a year ago
Alibi Detect ⭐ 1,505
Algorithms for outlier, adversarial and drift detection
dependent packages 4total releases 25most recent commit 3 days agopypi alibi-detect} Downloads
Awesome Federated Learning ⭐ 1,481
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
most recent commit 23 days ago
Awesome Semi Supervised Learning ⭐ 1,297
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
most recent commit 3 days ago
Ssl4mis ⭐ 1,106
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
most recent commit 10 days ago
Mean Teacher ⭐ 1,021
A state-of-the-art semi-supervised method for image recognition
most recent commit 2 years ago
Torchssl ⭐ 920
A PyTorch-based library for semi-supervised learning (NeurIPS'21)
most recent commit 5 days ago
Softteacher ⭐ 749
Semi-Supervised Learning, Object Detection, ICCV2021
most recent commit a month ago
Ganomaly ⭐ 671
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training
most recent commit 8 months ago
Dassl.pytorch ⭐ 643
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
most recent commit 18 days ago
Gans In Action ⭐ 585
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
most recent commit 3 years ago
Semi Supervised Pytorch ⭐ 554
Implementations of various VAE-based semi-supervised and generative models in PyTorch
most recent commit 3 years ago
See ⭐ 506
Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"
most recent commit 3 years ago
Ssgan Tensorflow ⭐ 500
A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).
most recent commit 4 years ago
Mixmatch Pytorch ⭐ 452
Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"
most recent commit a year ago
Stn Ocr ⭐ 450
Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition
most recent commit 5 years ago
Imbalanced Semi Self ⭐ 393
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
most recent commit a year ago
Tape ⭐ 348
Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.
dependent packages 2total releases 5most recent commit a year agopypi tape-proteins} Downloads
Graph Adversarial Learning ⭐ 342
A curated collection of adversarial attack and defense on graph data.
most recent commit a month ago
Fixmatch Pytorch ⭐ 335
Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
most recent commit a year ago
Adbench ⭐ 329
Official Implement of "ADBench: Anomaly Detection Benchmark".
most recent commit 3 days ago
Advsemiseg ⭐ 307
Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
most recent commit 4 years ago
Cct ⭐ 300
📄 Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).
most recent commit 6 months ago
Vosk ⭐ 287
VOSK Speech Recognition Toolkit
most recent commit 2 months ago
Torchsemiseg ⭐ 261
[CVPR 2021] Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision
most recent commit 7 months ago
Semi Supervised Learning ⭐ 259
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
most recent commit 16 hours ago
Fewshot_gan Unet3d ⭐ 239
Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
most recent commit 2 years ago
Good Papers ⭐ 231
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
most recent commit 3 years ago
Deep Sad Pytorch ⭐ 230
A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.
most recent commit 6 months ago
Accel Brain Code ⭐ 230
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 proces
dependent packages 2total releases 11most recent commit 2 months agopypi accel-brain-base} Downloads
Adversarial Autoencoders ⭐ 227
Tensorflow implementation of Adversarial Autoencoders
most recent commit 4 years ago
L2c ⭐ 225
Learning to Cluster. A deep clustering strategy.
most recent commit 3 years ago
Hypergbm ⭐ 220
A full pipeline AutoML tool for tabular data
total releases 6most recent commit 13 days ago
Openmixup ⭐ 216
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
most recent commit 12 days ago
Self Supervised Speech Recognition ⭐ 210
speech to text with self-supervised learning based on wav2vec 2.0 framework
most recent commit 10 months ago
Triple Gan ⭐ 199
Triple-GAN: a unified framework for classification and class-conditional generation in semi-supervised learing
most recent commit 2 years ago
U2pl ⭐ 195
[CVPR 2022] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
most recent commit a month ago
Stylealign ⭐ 178
[ICCV 2019]Aggregation via Separation: Boosting Facial Landmark Detector with Semi-Supervised Style Transition
most recent commit 3 months ago
Dtc ⭐ 169
Semi-supervised Medical Image Segmentation through Dual-task Consistency
most recent commit 7 months ago
Graph Representation Learning ⭐ 168
Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)
most recent commit 3 years ago
Snowball ⭐ 162
Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)
most recent commit a month ago
Dsmil Wsi ⭐ 155
DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
most recent commit 8 days ago
Weakly Supervised Panoptic Segmentation ⭐ 152
Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)
most recent commit a year ago
Adversarial Semisupervised Semantic Segmentation ⭐ 151
Pytorch Implementation of "Adversarial Learning For Semi-Supervised Semantic Segmentation" for ICLR 2018 Reproducibility Challenge
most recent commit 4 years ago
Grand ⭐ 146
Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"
most recent commit 3 months ago
Improvedgan Pytorch ⭐ 141
Semi-supervised GAN in "Improved Techniques for Training GANs"
most recent commit 3 years ago
Ganbert ⭐ 127
Enhancing the BERT training with Semi-supervised Generative Adversarial Networks
most recent commit a year ago
Defmo ⭐ 119
[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
most recent commit 6 months ago
Deepergnn ⭐ 118
Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]
most recent commit a year ago
Tape Neurips2019 ⭐ 115
Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology. (DEPRECATED)
most recent commit a year ago
Pro Gnn ⭐ 113
Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"
most recent commit a year ago
Dst Cbc ⭐ 106
Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"
most recent commit 3 months ago
Mixmatch Pytorch ⭐ 106
Pytorch Implementation of the paper MixMatch: A Holistic Approach to Semi-Supervised Learning (https://arxiv.org/pdf/1905.02249.pdf)
most recent commit 3 years ago
Anomaly Detection ⭐ 99
UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.
most recent commit 2 years ago
Tricks Of Semi Superviseddeepleanring Pytorch ⭐ 98
PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch
most recent commit 2 years ago
Iohmm ⭐ 97
Input Output Hidden Markov Model (IOHMM) in Python
total releases 4most recent commit 2 years ago
Ps Mt ⭐ 97
[CVPR'22] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation
most recent commit 5 days ago
Adversarial_text ⭐ 94
Code for Adversarial Training Methods for Semi-Supervised Text Classification
most recent commit 4 years ago
Pywsl ⭐ 91
Python codes for weakly-supervised learning
total releases 5most recent commit 2 years ago
Str Fewer Labels ⭐ 90
Scene Text Recognition (STR) methods trained with fewer real labels.
most recent commit 9 months ago
Info Hcvae ⭐ 89
[ACL 2020] Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs
most recent commit a year ago
Augmentation For Lnl ⭐ 89
[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".
most recent commit 9 months ago
Ict ⭐ 88
Code for reproducing ICT ( published in IJCAI 2019)
most recent commit 3 years ago
Spear ⭐ 87
SPEAR: Programmatically label and build training data quickly.
total releases 6most recent commit 14 days ago
Semiseg Ael ⭐ 87
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning, NeurIPS 2021 (Spotlight)
most recent commit a year ago
Etci 2021 Competition On Flood Detection ⭐ 86
Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training
most recent commit 3 months ago
Deepaffinity ⭐ 80
Protein-compound affinity prediction through unified RNN-CNN
most recent commit a year ago
Rankpruning ⭐ 79
🧹 Formerly for binary classification with noisy labels. Replaced by cleanlab.
most recent commit 4 months ago
Reco ⭐ 78
The implementation of "Bootstrapping Semantic Segmentation with Regional Contrast" [ICLR 2022].
most recent commit 7 months ago
Virtual Adversarial Training ⭐ 72
Pytorch implementation of Virtual Adversarial Training
most recent commit 3 years ago
Susi ⭐ 71
SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
total releases 15most recent commit 5 months ago
Sparsely Grouped Gan ⭐ 70
Code for paper "Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation"
most recent commit 5 months ago
Shot Plus ⭐ 69
code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"
most recent commit 7 days ago
Dualstudent ⭐ 68
Code for Paper ''Dual Student: Breaking the Limits of the Teacher in Semi-Supervised Learning'' (ICCV 2019)
most recent commit 2 years ago
Semi Supervised Transfer Learning ⭐ 65
[CVPR 2021] Adaptive Consistency Regularization for Semi-Supervised Transfer Learning
most recent commit a year ago
Lamda Ssl ⭐ 64
LAMDA-SSL is a powerful and easy-to-use toolkit for semi-supervised learning in python.
most recent commit a day ago
Cross Speaker Emotion Transfer ⭐ 64
PyTorch Implementation of ByteDance's Cross-speaker Emotion Transfer Based on Speaker Condition Layer Normalization and Semi-Supervised Training in Text-To-Speech
most recent commit 3 months ago
Ups ⭐ 64
"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)
most recent commit a year ago
Deviation Network ⭐ 64
Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot anomaly detection
most recent commit a year ago
St Plusplus ⭐ 59
[CVPR 2022] ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation
most recent commit 7 months ago
Gpq ⭐ 59
Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020
most recent commit 2 months ago
Adversarialaudioseparation ⭐ 59
Code accompanying the paper "Semi-supervised adversarial audio source separation applied to singing voice extraction"
most recent commit 4 years ago
Lsps ⭐ 57
Source code for "3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent Space"
most recent commit a year ago
Wss ⭐ 55
A simple consistency training framework for semi-supervised image semantic segmentation
most recent commit a year ago
Temporal Ensembling ⭐ 54
PyTorch implementation of Temporal Ensembling for Semi-Supervised Learning
most recent commit 4 years ago
Acgan Pytorch ⭐ 53
Pytorch implementation of Conditional Image Synthesis with Auxiliary Classifier GANs
most recent commit 5 years ago
Bible_text_gcn ⭐ 53
Pytorch implementation of "Graph Convolutional Networks for Text Classification"
most recent commit 3 years ago
Semi Supervised Learning Gan ⭐ 52
Semi-supervised Learning GAN
most recent commit 5 years ago
Graph_classification ⭐ 52
Learning from graph data using Keras
most recent commit 3 years ago
Comatch ⭐ 51
Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization
most recent commit a year ago
Auto_annotate ⭐ 50
This is a tool that helps you with the boring process of labeling images for object detection
most recent commit 6 days ago
Proselflc At ⭐ 50
noisy labels; missing labels; semi-supervised learning; entropy; uncertainty; robustness and generalisation.
most recent commit 2 months ago
Lasermix ⭐ 50
LaserMix for Semi-Supervised LiDAR Semantic Segmentation
most recent commit a month ago
Pseco ⭐ 49
An official implementation of the PseCo (ECCV2022)
most recent commit a month ago
Hypergcn ⭐ 48
NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs
most recent commit 2 years ago
Proda ⭐ 46
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)
most recent commit 2 years ago
Ssdg Benchmark ⭐ 46
Benchmarks for semi-supervised domain generalization.
most recent commit a month ago
Semi Memory ⭐ 46
Code on Paper [ECCV2018]Semi-Supervised Deep Learning with Memory
most recent commit 4 years ago
Hda ⭐ 43
codes for Heuristic Domain Adaptation (NeurIPS2020)
most recent commit a year ago
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