andrechang / atradebot

just atradebot

Atradebot

Bot to help you choose what to invest using AI

Documentation

Install

Requirement:

pip install -r requirements.txt

Install using pip

pip install -e .

if errors do:

pip install --upgrade pip

Run

Go to folder src/atradebot

start by setting your plan using .yaml file like in default.yaml:

Then run python3 main.py -c default.yaml -m run This will get news and suggest what stocks to buy during that time and update the profile .xlsx files

Test strategies

Go to folder src/atradebot

Use this to test different strategies using past historical data

python backtest.py

more params:

python src/atradebot/backtest.py --mode simple --init_capital 10000 --start_date 2022-01-31 --end_date 2023-05-20 --stocks "AAPL ABBV AMZN MSFT NVDA TSLA"

Set to run everyday

Go to folder src/atradebot

run: crontab -e

And add this line to run everyday 8am: 0 8 * * * python main.py -c default.yaml -m run

Run App

Use the following command to run this bot as an app

streamlit run app.py

Train model to predict news

Go to folder src/atradebot

Use this to create a hugginface dataset to train a model

python fin_data.py

Then run this to train a model

python fin_train.py

Sentiment analysis and database

To setup a server to scrape news.

TODO:

• modify script to take in a list of stocks
• main function to run as program
• cron job info

Run with:

python news2db.py

To set up a cron job on a Unix server you can follow these instructions.

Add cron job with:

crontab -e

Add line: 0 4 * * * cd /home/your_dir/Atradebot/src/atradebot/ && python news2db.py

This will run the script on your server every day at 4 am. It will collect data every day and store it in the database.

License

Atradebot is open-source software released under the Apache 2.0 license