Shypd.aiThe largest open index of AI toolsStock-Price-Prediction-LSTM is an Open Source finance tool that predicts stock prices using LSTM recurrent neural networks. It analyzes historical OHLC data for Apple Inc. to forecast future values.
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Stock-Price-Prediction-LSTM is an open-source project designed for predicting the OHLC average stock price of Apple Inc. utilizing a Long Short-Term Memory (LSTM) recurrent neural network. The tool processes historical stock data, specifically Open, High, Low, and Closing Prices from Yahoo Finance, dating from January 2011 to August 2017. It employs data pre-processing to convert the OHLC average into two-column time series data, with all values normalized between 0 and 1. The model, built using Keras, consists of two sequential LSTM layers and one dense layer, trained with 75% of the data using the Adagrad optimizer. It provides predictions for future stock values with a focus on quantitative trading decisions.
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