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rolling-windows

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This repository contains an end‑to‑end machine learning workflow for forecasting weather conditions using a Kaggle dataset focused on Indian meteorological data. This project includes data preprocessing, exploratory analysis, feature engineering, model training, evaluation, and forecasting using classical ML techniques.

  • Updated Jul 6, 2026
  • Jupyter Notebook

A study about the performance of Short-Time Fourier Transform (STFT) against Rolling Standard Deviation in terms of Volatility Regime Identification of The Philippine Stock Exchange Index (PSEI)

  • Updated Apr 27, 2026
  • Jupyter Notebook

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