Multi Label Classification Of Pubmed Articles
The traditional machine learning models give a lot of pain when we do not have sufficient labeled data for the specific task or domain we care about to train a reliable model. Transfer learning allows us to deal with these scenarios by leveraging the already existing labeled data of some related task or domain. We try to store this knowledge gained in solving the source task in the source domain and apply it to our problem of interest. In this work, I have utilized Transfer Learning utilizing BertForSequenceClassification model. Also tried RobertaForSequenceClassification and XLNetForSequenceClassification models for Fine-Tuning the Model.
| 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 | 7,109 |  | 14 | 4 days ago | 1,168 | December 10, 2023 | 299 | apache-2.0 | Python | |
| Fast and Accurate ML in 3 Lines of Code | ||||||||||
| Super Gradients | 4,125 |  | 5 | 3 months ago | 38 | November 23, 2023 | 94 | apache-2.0 | Jupyter Notebook | |
| Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS. | ||||||||||
| Face.evolve | 3,074 | a year ago | 84 | mit | Python | |||||
| 🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥 | ||||||||||
| Transfer Learning Library | 2,883 | 5 months ago | 2 | July 24, 2020 | 28 | mit | Python | |||
| Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization | ||||||||||
| Ai Optimizer | 2,733 | 10 months ago | 2 | Python | ||||||
| The next generation deep reinforcement learning tookit | ||||||||||
| Awesome Knowledge Distillation | 2,182 | a year ago | 4 | |||||||
| Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。 | ||||||||||
| Easynlp | 1,871 | 4 months ago | 1 | April 27, 2022 | 34 | apache-2.0 | Python | |||
| EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit | ||||||||||
| Flow Forecast | 1,759 | 3 months ago | 101 | gpl-3.0 | Python | |||||
| Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting). | ||||||||||
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Jupyter Notebook
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Pytorch
Text Classification
Transfer Learning