Meta Learning Progress
Repository to track the progress in Meta-Learning (MtL), including the datasets and the current state-of-the-art for the most common MtL problems.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Transferlearning | 12,494 | 3 months ago | 14 | mit | Python | |||||
| Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习 | ||||||||||
| Leedl Tutorial | 8,682 | 3 months ago | 3 | other | Jupyter Notebook | |||||
| 《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases | ||||||||||
| Autogluon | 7,027 |  | 14 | 13 days ago | 1,168 | December 10, 2023 | 299 | apache-2.0 | Python | |
| AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data | ||||||||||
| Hub | 3,420 |  | 157 | 180 | 3 months ago | 18 | October 06, 2023 | 3 | apache-2.0 | Python |
| A library for transfer learning by reusing parts of TensorFlow models. | ||||||||||
| Face.evolve | 3,074 | a year ago | 84 | mit | Python | |||||
| 🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥 | ||||||||||
| Kashgari | 2,141 |  | 1 | 1 | 3 years ago | 11 | October 18, 2019 | 32 | apache-2.0 | Python |
| Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding. | ||||||||||
| Easynlp | 1,871 | 3 months ago | 1 | April 27, 2022 | 34 | apache-2.0 | Python | |||
| EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit | ||||||||||
| Awesome Federated Learning | 1,481 | 2 years ago | 3 | |||||||
| FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai | ||||||||||
| Machinelearning | 1,433 | 5 years ago | ||||||||
| 一些关于机器学习的学习资料与研究介绍 | ||||||||||
| Spacy Transformers | 1,302 | 6 | 4 months ago | 7 | May 25, 2023 | mit | Python | |||
| 🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy | ||||||||||
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