English

LAMDA-SSL: Semi-Supervised Learning in Python

Machine Learning 2023-08-16 v2

Abstract

LAMDA-SSL is open-sourced on GitHub and its detailed usage documentation is available at https://ygzwqzd.github.io/LAMDA-SSL/. This documentation introduces LAMDA-SSL in detail from various aspects and can be divided into four parts. The first part introduces the design idea, features and functions of LAMDA-SSL. The second part shows the usage of LAMDA-SSL by abundant examples in detail. The third part introduces all algorithms implemented by LAMDA-SSL to help users quickly understand and choose SSL algorithms. The fourth part shows the APIs of LAMDA-SSL. This detailed documentation greatly reduces the cost of familiarizing users with LAMDA-SSL toolkit and SSL algorithms.

Keywords

Cite

@article{arxiv.2208.04610,
  title  = {LAMDA-SSL: Semi-Supervised Learning in Python},
  author = {Lin-Han Jia and Lan-Zhe Guo and Zhi Zhou and Yu-Feng Li},
  journal= {arXiv preprint arXiv:2208.04610},
  year   = {2023}
}
R2 v1 2026-06-25T01:35:25.652Z