gp-trading

Trading Stocks using Genetic Programming

Getting started

pip3 install -r requirements.txt

python3 train2.py

tree_trading.py: defines the nodes and their function sets

genetic_trader.py: defines the backtesting class that evaluates each function tree

train.py: older training file that does not have the ability to train on multiple assets

instruction_set.py: using human readable instructions to specify which terminal nodes to use

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
__pycache__		__pycache__
.gitignore		.gitignore
AAPL.csv		AAPL.csv
COST.csv		COST.csv
GLD.csv		GLD.csv
GME.csv		GME.csv
GOOG.csv		GOOG.csv
IBM.csv		IBM.csv
MSFT.csv		MSFT.csv
README.md		README.md
SPY.csv		SPY.csv
genetic_trader.py		genetic_trader.py
instruction_set.py		instruction_set.py
out.png		out.png
requirements.txt		requirements.txt
test.png		test.png
train.py		train.py
train2.py		train2.py
tree_trading.py		tree_trading.py