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Travis Chen's Projects

chi-square icon chi-square

Text feature selection with Chi-squared test supporting map-reduce

clickbaits icon clickbaits

Text classification taking click-baits recognition as example

ftxttrain icon ftxttrain

Train a fasttext model using python (for self-use)

local-mr icon local-mr

A simple tool for streaming map-reduce task running on local machine with with multiprocessing.

ltr-dnn icon ltr-dnn

LTR DNN in tensorflow, an improvement of DSSM

ml-flow icon ml-flow

Common working flow for machine learning problem

mlapp icon mlapp

Simplified Chinese version of 'Machine Learning: a Probabilistic Perspective'

nlpir_py icon nlpir_py

NLPIR with Python interface and map-reduce solution (for self-use)

parade icon parade

A user-based collaborated-filtering recommender prototype created on parade-day

pymr icon pymr

Python map-reduce framework used in hadoop streaming

zeroperl icon zeroperl

Perl guide for totally coding beginner.

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