Python semi-supervised-learning

Open-source Python projects categorized as semi-supervised-learning
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Top 11 Python semi-supervised-learning Projects

semi-supervised-learning

  1. Transfer-Learning-Library

    Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

  2. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  3. SSL4MIS

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

  4. uda

    Unsupervised Data Augmentation (UDA)

  5. ADBench

    Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

  6. tape

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

  7. HugNLP

    HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊 HugNLP will released to @HugAILab

  8. DeFMO

    [CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects

  9. ICT

    Code for reproducing ICT (published in Neural Networks 2022, and in IJCAI 2019)

  10. susi

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

  11. perturb-predict-paraphrase

    Implementation of Perturb, Predict & Paraphrase: Semi-supervised Learning using Noisy Student for Image Captioning

  12. MAGIST-Algorithm

    Multi-Agent Generally Intelligent Simultaneous Training Algorithm for Project Zeta

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Python semi-supervised-learning related posts

  • Show HN: Simple (but clever) algorithms can find label issues in datasets

    2 projects | news.ycombinator.com | 8 Sep 2022

  • [D] In which ML field can I make significant contribution without significant compute?

    1 project | /r/MachineLearning | 3 Sep 2022

  • [D] A simple trick to quickly verify data

    1 project | /r/MachineLearning | 29 Aug 2022

  • Researchers at Oxford University Propose a Machine Learning Framework Called ‘TriSegNet’ Based on Triple-View Feature Learning for Medical Image Segmentation

    1 project | /r/machinelearningnews | 19 Aug 2022

  • [P] Cleanlab Vizzy — learn how to automatically find label errors and out-of-distribution data

    4 projects | /r/MachineLearning | 17 Aug 2022

  • Show HN: Cleanlab Vizzy – automatically find label errors and bad data

    1 project | news.ycombinator.com | 17 Aug 2022

  • [D] How to deal with badly labelled data?

    1 project | /r/MachineLearning | 7 Jul 2022
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Index

What are some of the best open-source semi-supervised-learning projects in Python? This list will help you:

# Project Stars
1 Transfer-Learning-Library 3,537
2 SSL4MIS 2,286
3 uda 2,178
4 ADBench 868
5 tape 670
6 HugNLP 249
7 DeFMO 171
8 ICT 144
9 susi 108
10 perturb-predict-paraphrase 6
11 MAGIST-Algorithm 5

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