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Python Stock Trade Help/Tips/Methods
Python Stock Trader Help/Tips/Methods Hi, I have been recently working with Python and websites such as Quantopian. I have been interested in investing far before I learned programming, and so it was only natural that I drawn to combining the two. I am asking, as the title suggests, for tips, methods, and any help you can provide as to how to get started. How could I get the necessary stock data? How would I, most likely using numPy, sciPy, etc., process the data. And (not exactly last question) what algorithms could I use? One algorithm I have seen being used would be to observe the current zoomed in graph of a stock, and the search for similar occurrences in the past years to make a prediction. Thanks in advance.
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I'd try ARIMA model, as this seems the most adequate for time series data and time-dependent patterns.
In Python, the most commonly used lib for this is statsmodels.
Check out those links for inspirations:
https://machinelearningmastery.com/arima-for-time-series-forecasting-with-python/
https://medium.com/swlh/how-i-used-ml-to-predict-bitcoin-prices-82af7c655092
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Thank you so much!