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Assist tool for trading on stock market, automatic download historical stock data, technical research, chart and analysis.

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zmcx16/AxisTradeCult

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AxisTradeCult

Travis Build Status Codacy Badge

Features

  1. Automatic download historical stock data
  2. Technical Indicators & Charts
  3. Using ML algorithm to Predictive (Progressing...)
  4. Support Backtesting

Support Technical Indicators

  • ATR (Average True Range)
  • Bollinger Bands
  • CCI (Commodity Channel Index)
  • DMA (Different of Moving Average)
  • DMI (Directional Moving Index)
  • EMA (Exponential Moving Average)
  • KDJ (Stochastic Oscillator)
  • MACD (Moving Average Convergence Divergence)
  • MSTD (Moving Standard Deviation)
  • MVAR (Moving Variance)
  • RSI (Relative Strength Index)
  • SMA (Simple Moving Average)
  • SMMA (Smoothed Moving Average)
  • TEMA (Triple Exponential Moving Average)
  • TR (True Range)
  • VR (Volatility Volume Ratio)
  • WR (Williams Overbought/Oversold Index)
  • ...(TBC)

Requirements

  • numpy>=1.13.3
  • pandas>=0.21.0
  • matplotlib>=2.1.0
  • matplotlib/mpl_finance (github.com/matplotlib/mpl_finance)
  • PyQt5>=5.9.2
  • urllib3>=1.22
  • requests>=2.18.4
  • assertpy>=0.12
  • scikit-learn>=0.19.12
  • scipy>=1.1.0
  • imbalanced-learn>=0.3.3

How To Run in windows

  1. cd to src path
  2. SET PYTHONPATH=.
  3. run python Program\__init__.py

How To Run in Linux / Mac

  1. cd to src path
  2. export PYTHONPATH=.
  3. run python Program/__init__.py

Demo

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Reference

  1. jealous/stockstats - (https://github.com/jealous/stockstats) - BSD 3-Clause

License

This project is licensed under the terms of the MIT license.

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Assist tool for trading on stock market, automatic download historical stock data, technical research, chart and analysis.

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