shiztong / lightLDA-1

fast sampling algorithm based on CGS

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LightLDA.py

This repo is python reimplementation lightLDA.

LightLDA is a topic scalable LDA algorithm, which is proposed by http://www.www2015.it/documents/proceedings/proceedings/p1351.pdf .

ref

  • Yuan, Jinhui and Gao, Fei and Ho, Qirong and Dai, Wei and Wei, Jinliang and Zheng, Xun and Xing, Eric Po and Liu, Tie-Yan and Ma, Wei-Ying. LightLDA: Big Topic Models on Modest Computer Clusters. In WWW, 2015.

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fast sampling algorithm based on CGS


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