Chyi-Kwei Yau issues

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                                            Chyi-Kwei Yau

add "burn-in" parameter in bpmf code

based on discussion in pr #24

try reproduce BPMF_MCMC_correct_wrong_comparison notebook

try reproduce this notebook from scratch: https://github.com/chyikwei/recommend/blob/master/examples/BPMF_MCMC_correct_wrong_comparison.ipynb

Issue for V0.1

Not finished part: 1. preplexity 2. inference Bug: 1. total word count not match to true word count. 2. some topic have 0 words.

Linear Chain CRF with SGD method

Hi, I tried to implement linear chain CRF with SGD method based on these two paper: > C. Sutton, "An Introduction to Conditional Random Fields for Relational Learning" > >...