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A profitable mean reversion stock trading algorithm

License: GNU General Public License v3.0

Python 100.00%

stockalgorithm's Introduction

StockAlgorithm

A profitable stock trading algorithm based on a exponential moving average (EMA) crossover strategy.

Download and Install

git clone https://github.com/Ncohen10/StockAlgorithm
py -m pip install -r requirements.txt

Run a Backtest

  • Get an Alpha Vantage API key from here.
  • Run main on the Tests/RunBacktest.py file.
  • Paste your API key in console and hit enter.

Note - Alpha Vantage claims you can make 500 requests per day. I have been able to more than that however.

Dates can be taken as parameters for the RunTest() function in the RunBacktest file. They must be entererd in the form YYYY-MM-DD.

Scan for Stocks to Buy

  • Install Mozilla Firefox and geckodriver
  • Put the geckodriver.exe file in the root directory
  • Run main on CrossoverStrategy/TechnicalAnalysis.py
  • Paste Alpha Vantage API key in console (explained above) and hit enter

stockalgorithm's People

Contributors

dcastillost avatar ncohen10 avatar

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