Can LSTM predict stock price movements using Yahoo Finance data?

Cannot retrieve latest commit at this time. This project implements a stock price prediction model using two different machine learning approaches: linear regression and Long-Short-Term Memory (LSTM) neural networks. The goal is to provide predictive insights into stock price movements using historical data from Yahoo Finance.

Can LSTM predict Apple stock prices?

We’ve seen the advantage of LSTMs in the example of predicting Apple stock prices compared to traditional MA models. Be careful about making generalizations to other stocks, because, unlike other stationary time series, stock market data is less-to-none seasonal and more chaotic.

How yfinance API helps predicting stock prices?

This strategy was devised to effectively tackle the intricate task of predicting stock prices. As mentioned before we turned to Yahoo Finance for historical stock data, by using yfinance API to download the information related to stocks. The definition of each input data is presented int he table below.