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hieunguyenphi's Projects

introml icon introml

A hands-on introduction to machine learning

rnn_garch icon rnn_garch

Estimating Value-at-Risk with a recurrent neural network (Jordan type) GARCH model

stock-market-recommendation-system icon stock-market-recommendation-system

The information system chosen for the project was a stock investment management website providing live prices, historical data, news articles, etc and also basic analysis and recommendations using data mining techniques. 1. Crawling and parsing Yahoo-Finance, Reuters and Twitter data (Java, twitter4j). 2. Web Interface using J2EE and Struts-2 framework. jQuery (highstocks lib) for showing technical charts. 3. Database integration, data cleaning, feature selection on the collected data and applying linear regression and classification algorithms : SVM, Naive Bayes to produce detailed analysis and recommendations.

svm icon svm

SVM for stock/index prediction

travis-exitwp icon travis-exitwp

Upload your WordPress XML to this repo, and download Markdown posts in a minute

valueatrisk icon valueatrisk

A Java implementation of a Value at Risk estimation model for a portfolio of assets and option contracts.

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