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stock-market_prediction's Introduction

Stock-market_prediction

Stock Market Prediction Using Machine Learning

Running for the first time?

The files environment.yml, requirements.txt make it easy to replicate the environment required for running the model.

Setting up the Environment

  1. For anaconda:
    1. To install anaconda, refer this
    2. The base directory contains 'environment.yml' file. To replicate the same environment:
      conda env create -f environment.yml
  2. For python3 virtual environment:
    1. To install virtualenv, refer this
      pip install virtualenv
      virtualenv --python=python3 ml-stock-prediction
    2. The base directory contains 'requirements.txt' file. To install the required packages:
      pip install -r requirements.txt

Getting Data

Though the datasets folder has some symbol stock prices. You can populate with more.

python get_data.py [symbols]

Running the models

You can run the model on a list of symbols supplied as command line arguments.

python main.py [symbols]

stock-market_prediction's People

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