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Shrimp Fried Rice's Projects

acfun_classification icon acfun_classification

This is a crawl program I used to obtain user information and video information on Acfun. Classification can be implemented.

hmmlearn icon hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

image_recovery icon image_recovery

This is a MATLAB project I coded for image recovery. Linear Regression is used to bootstrap the pixels.

lr_2 icon lr_2

Logistic regression (Batch, Gradient, Normal) implementation in MATLAB

naive-bayes icon naive-bayes

Text mining to classify Economists news and Onion news. Naive Bayesian implementation practice

random_r icon random_r

Some R code to do time-series regressions

replayparser icon replayparser

This is a advanced version of the Dota parser developed by Bruno@DotaAcademy. The first part of this program includes re-parse the replay data, make player statistics available for other usage, visualize statistics and provide a user GUI. The second part of this project would be machine learning for match winning rates by using SVM model.

svm icon svm

Improved Support Vector Machine in MATLAB. Some other functions included as well

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