Stock Trading with Machine Learning

Overview

A stock trading bot that uses machine learning to make price predictions.

Clone the repo
Set variable export PIPENV_VENV_IN_PROJECT=1
Create environment pipenv shell
Install required packages pipenv install
Setup .env File
Save the stock price history to a csv file python save_data_to_csv.py --help
Optional - Edit model architecture
Edit dataset preprocessing / history_points inside util.py
Train the model python tech_ind_model.py --help or python basic_model.py --help
Try the trading algorithm on the newly saved model python trading_algo.py

Name	Name	Last commit message	Last commit date
Latest commit makedirectory add argument parsing to the models Jul 9, 2020 9de649c · Jul 9, 2020 History 8 Commits
.env.examle	.env.examle	update to use pipenv and env file	Jun 27, 2020
.gitignore	.gitignore	update to use pipenv and env file	Jun 27, 2020
LICENSE	LICENSE	Initial commit	Oct 10, 2019
Pipfile	Pipfile	update to use pipenv and env file	Jun 27, 2020
Pipfile.lock	Pipfile.lock	update to use pipenv and env file	Jun 27, 2020
README.md	README.md	add argument parsing to the models	Jul 9, 2020
basic_model.py	basic_model.py	add argument parsing to the models	Jul 9, 2020
save_data_to_csv.py	save_data_to_csv.py	fixes set_random_seed error	Jun 27, 2020
tech_ind_model.py	tech_ind_model.py	add argument parsing to the models	Jul 9, 2020
trading_algo.py	trading_algo.py	Renaming ohlvc to ohlcv	Oct 10, 2019
util.py	util.py	Renaming ohlvc to ohlcv	Oct 10, 2019