LSTM-Based Time Series Prediction Model: A Case Study with YFinance Stock Data by Yu Yimiao

“…The goal of this study is to anticipate the time series of stock data that YFinance provides using a Long Short-Term Memory (LSTM) model, with a particular emphasis on the closing prices and daily returns of Apple Inc. (AAPL). The historical closing price data from January 1, 2010, to September 20, 2021, was used as the training set, while the data from September 21, 2021, to August 22, 2024, was employed as the validation set to test the model’s predictive capability. …”
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