Bot to help you choose what to invest using AI
Requirement:
pip install -r requirements.txt
Install using pip
pip install -e .
if errors do:
pip install --upgrade pip
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
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"
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
Use the following command to run this bot as an app
streamlit run app.py
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
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.
Atradebot is open-source software released under the Apache 2.0 license