项目作者： YifanTian
项目描述 ：
:chart_with_upwards_trend: Stocks technical analysis code collection and Stocks data platform.
高级语言： Jupyter Notebook
项目地址: git://github.com/YifanTian/Stock-Analyser.git
Stock Analyser
- 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):
It will also include some machine learning models for time series. Inlcuding LSTM etc.
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:
If you like this project. Please give a star. If you have any idea about further development. Just let me know!
