Metadata-Version: 2.1
Name: TuoTuo
Version: 0.1.9
Summary: LDA & Neura based topic modelling library
Home-page: https://github.com/RobbenRibery/TuoTuo
Download-URL: https://github.com/RobbenRibery/TuoTuo/archive/refs/tags/pypi-test-0.01.tar.gz
Author: tuotuo Superman
Author-email: tuotuo@HanwellSquare.BigForce.com
License: MIT
Keywords: Generative Topic Modelling,Latent Dirichlet Allocation
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Description-Content-Type: text/markdown
Provides-Extra: dev
License-File: LICENSE

Implemented the Smoothed Varational Inference version of Latent Dirichlet Allocation, following David M. Blei et al. 2003

1. Complete the Varitaional Inference version for batch & online LDA [80%]
    - Following the original LDA Paper: [https://www.jmlr.org/papers/volume3/blei03a/blei03a.pdf]
    - Folloing the Online LDA Papaer: [https://papers.nips.cc/paper_files/paper/2010/file/71f6278d140af599e06ad9bf1ba03cb0-Paper.pdf]
2. Extend the library to support neural varaiaitonal inference 
    - Following this ICML paper [https://arxiv.org/pdf/1511.06038.pdf]
3. Extend the training to support Reinforcement Learning 
    - Follwoing this ACL paper [https://aclanthology.org/D19-1350.pdf]
