AmirhosseinHonardoust / LSTM-Time-Series-ForecastingView external linksLinks
A hands-on project for forecasting time-series with PyTorch LSTMs. It creates realistic daily data (trend, seasonality, events, noise), prepares it with sliding windows, and trains an LSTM to make multi-step predictions. The project tracks errors with RMSE, MAE, MAPE and shows clear plots of training progress and forecast results.
☆25Sep 11, 2025Updated 5 months ago
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