A collection of scripts for trading stocks and crypto on alpaca markets and binance.

History & Background

Neural network trading bot that trades stocks (long/short) and crypto (long-only) daily at market open/close. Successfully grew my portfolio from $38k to $66k over several months in favorable conditions at the end of 2024.

Uses Amazon Chronos model for time series forecasting.

Getting Started

npm install -g selenium-side-runner npm install -g chromedriver

prepare machine

sudo apt-get install libsqlite3-dev -y

sudo apt-get update sudo apt-get install libxml2-dev sudo apt-get install libxslt1-dev

Scripts

clear out positions at bid/ask (much more cost effective than market orders)

PYTHONPATH=$(pwd) python ./scripts/alpaca_cli.py close_all_positions

cancel an order with a linear ramp

PYTHONPATH=$(pwd) python scripts/alpaca_cli.py backout_near_market BTCUSD

ramp into a position

PYTHONPATH=$(pwd) python scripts/alpaca_cli.py ramp_into_position ETHUSD

at a time e.g. sudo apt install at

using linux command at

echo "PYTHONPATH=$(pwd) python ./scripts/alpaca_cli.py ramp_into_position TSLA" | at 3:30

show/cancel jobs with atq

(.env) (base) lee@lee-top:/media/lee/crucial1/code/stock$ atq 1 Fri Oct 18 03:00:00 2024 a lee 2 Fri Oct 18 03:30:00 2024 a lee (.env) (base) lee@lee-top:/media/lee/crucial1/code/stock$ atrm 1 (.env) (base) lee@lee-top:/media/lee/crucial1/code/stock$ atq 2 Fri Oct 18 03:30:00 2024 a lee

cancel any duplicate orders/bugs

PYTHONPATH=$(pwd) python ./scripts/cancel_multi_orders.py

• proper datastores refreshed data
• dynamic config

neural networks

• select set of trades to make
• margin
• takeprofit
• roughly at eod only to close stock positions violently

check if numbers are flipped and if so do something?

crypto issues

crypto can be only traded non margin for some time so this server should be used that loops/does market orders:

now they do?

fees though so use binance for crypto try not trade it on alpaca?

./.env/bin/gunicorn -k uvicorn.workers.UvicornWorker -b :5050 src.crypto_loop.crypto_order_loop_server:app --timeout 1800 --workers 1

install requirements

uv pip install requirements.txt

Run the stock trading bot

python trade_stock_e2e.py

Run the tests

pytest .

Run a simulation

PYTHONPATH=$(pwd) python backtest_test3_inline.py

Please support me!

You can support us by purchasing Netwrck.

Also checkout AIArt-Generator.art and Netwrck.com Also checkout Helix.app.nz