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All Projects → YifanTian → Stock-Analyser

YifanTian / Stock-Analyser

Licence: other
📈 Stocks technical analysis code collection and Stocks data platform.

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Stock Analyser

  1. The main purpose of this project in the future is providing tools for technical analysis of stocks. Including importing stocks data, charts visulization. Moving average. Candlestick pattern recognition. The stock_analysis notebook contains the intial part of these content. The stock time series patterns and prediction of price change by LSTM(blue) compare with real(orange): price_chage

  2. It will also include some machine learning models for time series. Inlcuding LSTM etc.

  3. The orgin of the project is a tocks info platform(stock, twitter, news, trend) and recommendation System using React, Node.js, MongoDB, and TensorFlow.

  • Show list of stocks with data and chart using D3 library.
  • Show relevant comments from Stocktwits and Twitter. (weighted average, case analysis)
  • Try to predict using sentiment analysis.

The screen shot of the platform:

Screen_Shot

If you like this project. Please give a star. If you have any idea about further development. Just let me know!

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