Semi Supervised Learning Pytorch
Several SSL methods (Pi model, Mean Teacher) are implemented in pytorch
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Torchssl | 1,260 | 8 months ago | 14 | mit | Python | |||||
| A PyTorch-based library for semi-supervised learning (NeurIPS'21) | ||||||||||
| Training_extensions | 1,119 |  | 1 | a month ago | 55 | October 31, 2023 | 54 | apache-2.0 | Python | |
| Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™ | ||||||||||
| Semi Supervised Learning | 1,069 | 3 months ago | 32 | November 10, 2023 | 9 | mit | Python | |||
| A Unified Semi-Supervised Learning Codebase (NeurIPS'22) | ||||||||||
| Mean Teacher | 1,021 | 4 years ago | 28 | other | Python | |||||
| A state-of-the-art semi-supervised method for image recognition | ||||||||||
| Ganomaly | 767 | a year ago | 44 | mit | Python | |||||
| GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training | ||||||||||
| Dassl.pytorch | 681 | 2 years ago | 9 | mit | Python | |||||
| A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning. | ||||||||||
| Fixmatch Pytorch | 623 | a year ago | 8 | mit | Python | |||||
| Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" | ||||||||||
| Mixmatch Pytorch | 594 | 7 months ago | 27 | mit | Python | |||||
| Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning" | ||||||||||
| Semi Supervised Pytorch | 554 | 4 years ago | 5 | mit | Python | |||||
| Implementations of various VAE-based semi-supervised and generative models in PyTorch | ||||||||||
| Openmixup | 538 | 3 months ago | 1 | December 22, 2022 | 6 | apache-2.0 | Python | |||
| CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark | ||||||||||
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Python
Pytorch
Semi Supervised Learning