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Yan Sun's Projects

bitcoin-abe icon bitcoin-abe

Abe: block browser for Bitcoin and similar currencies

listed-company-news-crawl-and-text-analysis icon listed-company-news-crawl-and-text-analysis

从新浪财经、每经网、金融界、**证券网、证券时报网上,爬取上市公司(个股)的历史新闻文本数据进行文本分析、提取特征集,然后利用SVM、随机森林等分类器进行训练,最后对实施抓取的新闻数据进行分类预测

lob icon lob

Limit order book reconstruction

nse_sentiment_analysis icon nse_sentiment_analysis

A tool that crawls Nairobi Stock Exchange(NSE) Listed Companies' financial news then computes the polarity for that day(Positive, Negative or Neutral).

portfolio-optimisation-using-monte-carlo-simulation icon portfolio-optimisation-using-monte-carlo-simulation

Modern Portfolio Theory (MPT), a hypothesis put forth by Harry Markowitz in his paper “Portfolio Selection,” (published in 1952 by the Journal of Finance) is an investment theory based on the idea that risk-averse investors can construct portfolios to optimize or maximize expected return based on a given level of market risk, emphasizing that risk is an inherent part of higher reward. It is one of the most important and influential economic theories dealing with finance and investment. We will use this methodology here for portfolio optimization of Apple, Cisco, IBM and Amazon.

python-binance icon python-binance

Binance Exchange API python implementation for automated trading

solidity icon solidity

Solidity, the Contract-Oriented Programming Language

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