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lda-python's Introduction

LDA in python

AUTHOR: Chao Xiong [email protected]

使用

单机版LDA

python lda.py -a 0.01 -b 0.1 -k 2 --train_name=train2.txt --compute_likelihood
		--total_iterations=100 --burn_in_iterations=70

分布式LDA

安装MPI和python环境

mpiexec -n 2 -hosts "192.168.1.2,192.168.1.3" python mpi_lda.py -a 0.01 -b 0.1
		--train_name=train2.txt --compute_likelihood --total_iterations=100
		--burn_in_iterations=70

TODO

  1. Check point for mpi.
  2. Comment.
  3. Asymmetric alpha(document topic distribution prior).
  4. Accumulative model for MPI.

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