A project implementing and comparing deep learning models (RNN, LSTM, DeepAR) for stock price forecasting. Using TensorFlow, GluonTS, and Darts, this repo demonstrates advanced time series analysis, including probabilistic forecasting to predict MSFT stock data and visualize prediction uncertainty.
timeseries deep-learning projects forecasting arima dl deepar yfinance gluonts 06-timeseries-rnn-recurrent-neural-network 02-deep-autoregressivedeepar deep-ar
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Updated
Aug 17, 2025 - Jupyter Notebook