End-to-end time series analysis and forecasting of monthly sunspot numbers using classical machine learning and deep learning models, including linear regression, tree-based methods, and advanced PyTorch architectures.
data-science machine-learning ai deep-learning time-series scikit-learn advanced pytorch artificial-intelligence lstm xgboost forecasting lightgbm feature-engineering sun lstm-neural-networks time-series-forecasting stacked-lstm sunspots sunspot-analysis
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Updated
Dec 21, 2025 - Jupyter Notebook