Here I test a simple ML trading strategy
- I have commented out the paths in the code. If you use code you'd have to correct them accordingly.
- You will need to create a TDA developer account (https://developer.tdameritrade.com/apis) and get the API key in order to download the data. I have left this blank in the code where I used to download data.
The blog article with results --> (https://medium.com/analytics-vidhya/how-im-using-machine-learning-to-trade-in-the-stock-market-3ba981a2ffc2)
Some results -
Predicted buying opportunities
Model comparison with the S&P 500 gains in 2021
