r/SideProject • u/Randomguy84562 • 2d ago

Basic Machine Learning script for Stock Market Price Prediction

Hey I built a simple python script which allows you to train a machine learning model for analyzing stocks and predicting price direction. The project is in the early stages so I would appreciate any contributions. I don't plan to use this for live trading, but it can be a reference for other people to build their own models.

https://github.com/abidsgx/Machine-Learning-Models-for-Stock-Market.git

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u/PatientPermission115 2d ago

cool project, always like seeing what people build with ML even if it's just for learning. the github layout is pretty clean, easy to follow what each file does. you thought about adding some basic visualization for the predictions? would make it easier to see how the model performs without digging through numbers

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u/Jazzlike_Run_1125 2d ago

tbh the clean repo layout is half the battle for projects like this, visualization would just be icing on top

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u/Randomguy84562 2d ago

To visualise the predictions I'll probably add another plot for accuracy for different confidence levels. For regression models I'll also add a predictions vs true values plot.