rmalone1097 / alphastonk Goto Github PK
View Code? Open in Web Editor NEWRL system for stock buying and selling
RL system for stock buying and selling
Needed for the model/flexibility to add more data points and features later on
VIX data needs to be added with at least volume and closing price
Something to do with value function? Best course probably to copy FC from Ray repo
Final model before trading
Can use new data since training with data in August. Low priority since overfitting is unlikely
Needed for data analysis
Policy should be whatever performed best during PPO training
needed to quantify performance
Likely will be added in a linear layer in addition to some transformer architecture
Labeling as bug since there's an unpopulated model directory
Needed for deployment
Trade. Lets go! Can be with day trading reward or normal
Will require concatenating the output of multiple OS blocks with current architecture
Need some regression data to ensure performance is as good as OS-CNN
Current callback class doesn't work, example file out of date
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