jaungiers/LSTM-Neural-Network-for-Time-Series-Prediction
An LSTM neural network built with Keras for predicting time series steps and sequences.
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This repository provides an LSTM (Long Short-Term Memory) neural network implementation using Keras and TensorFlow for time series forecasting. It demonstrates sequence prediction on synthetic sine wave data and multi-dimensional stock market data. The project includes example outputs showing both single-step and multi-sequence predictions, with visualizations comparing predicted versus actual values.