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The Top 23 Semi Supervised Learning Open Source Projects

Open source projects categorized as Semi Supervised Learning
Categories > Machine Learning > Semi Supervised Learning
Transfer Learning Library ⭐ 2,883
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
total releases 2most recent commit 5 months ago
Alibi Detect ⭐ 2,010
Algorithms for outlier, adversarial and drift detection
dependent packages 5total releases 36most recent commit 3 months agopypi alibi-detect} Downloads
Uda ⭐ 1,782
Unsupervised Data Augmentation (UDA)
most recent commit 3 years ago
Ssl4mis ⭐ 1,595
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
most recent commit 9 months ago
Awesome Semi Supervised Learning ⭐ 1,573
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
most recent commit 8 months ago
Awesome Federated Learning ⭐ 1,481
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
most recent commit 2 years ago
Torchssl ⭐ 1,260
A PyTorch-based library for semi-supervised learning (NeurIPS'21)
most recent commit 8 months ago
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55most recent commit a month agopypi otx} Downloads
Semi Supervised Learning ⭐ 1,069
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
total releases 32most recent commit 3 months ago
Mean Teacher ⭐ 1,021
A state-of-the-art semi-supervised method for image recognition
most recent commit 4 years ago
Min_max_similarity ⭐ 949
A contrastive learning based semi-supervised segmentation network for medical image segmentation
most recent commit 10 months ago
Gans In Action ⭐ 929
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
most recent commit a year ago
Ganomaly ⭐ 767
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training
most recent commit a year ago
Softteacher ⭐ 749
Semi-Supervised Learning, Object Detection, ICCV2021
most recent commit 2 years ago
Dassl.pytorch ⭐ 681
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
most recent commit 2 years ago
Fixmatch Pytorch ⭐ 623
Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
most recent commit a year ago
Adbench ⭐ 609
Official Implement of "ADBench: Anomaly Detection Benchmark".
total releases 16most recent commit 9 months ago
Mixmatch Pytorch ⭐ 594
Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"
most recent commit 7 months ago
Semi Supervised Pytorch ⭐ 554
Implementations of various VAE-based semi-supervised and generative models in PyTorch
most recent commit 4 years ago
Openmixup ⭐ 538
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
total releases 1most recent commit 3 months ago
Graph Adversarial Learning ⭐ 519
A curated collection of adversarial attack and defense on graph data.
most recent commit 6 months ago
Ssgan Tensorflow ⭐ 511
A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).
most recent commit 5 years ago
See ⭐ 506
Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"
most recent commit 5 years ago
The 8 Most Depended On Semi Supervised Learning Open Source Projects
Alibi Detect ⭐ 2,010
Algorithms for outlier, adversarial and drift detection
dependent packages 5total releases 36latest release July 07, 2023most recent commit 3 months agopypi alibi-detect} Downloads
Pyprophet ⭐ 25
PyProphet: Semi-supervised learning and scoring of OpenSWATH results.
dependent packages 2total releases 73latest release December 15, 2022most recent commit 6 months agopypi pyprophet} Downloads
Seededlda ⭐ 62
LDA for semisupervised topic modeling
dependent packages 2total releases 13latest release July 01, 2023most recent commit 9 months ago
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55latest release October 31, 2023most recent commit a month agopypi otx} Downloads
Odin Ai ⭐ 15
Orgainzed Digital Intelligent Network (O.D.I.N)
dependent packages 1total releases 6latest release June 07, 2020most recent commit 3 years agopypi odin-ai} Downloads
Hypergbm ⭐ 306
A full pipeline AutoML tool for tabular data
dependent packages 1total releases 17latest release May 31, 2022most recent commit 4 months agopypi hypergbm} Downloads
The 10 Latest Releases In Semi Supervised Learning Open Source Projects
Pyroved ⭐ 41
Invariant representation learning from imaging and spectral data
total releases 10latest release November 30, 2023most recent commit 3 months ago
Semi Supervised Learning ⭐ 1,069
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
total releases 32latest release November 10, 2023most recent commit 3 months ago
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55latest release October 31, 2023most recent commit a month agopypi otx} Downloads
Adbench ⭐ 609
Official Implement of "ADBench: Anomaly Detection Benchmark".
total releases 16latest release August 02, 2023most recent commit 9 months ago
Alibi Detect ⭐ 2,010
Algorithms for outlier, adversarial and drift detection
dependent packages 5total releases 36latest release July 07, 2023most recent commit 3 months agopypi alibi-detect} Downloads
Seededlda ⭐ 62
LDA for semisupervised topic modeling
dependent packages 2total releases 13latest release July 01, 2023most recent commit 9 months ago
Parse ⭐ 13
IEEE Transactions on Affective Computing, 2022
total releases 3latest release March 29, 2023most recent commit 5 months ago
Auto_annotate ⭐ 134
Labeling is boring. Use this tool to speed up your next object detection project!
total releases 6latest release January 10, 2023most recent commit 3 months ago
Openmixup ⭐ 538
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
total releases 1latest release December 22, 2022most recent commit 3 months ago
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