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predictive-model

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Deepshot is a machine learning model designed to predict NBA game outcomes using advanced team statistics and rolling averages. It combines historical performance trends with contextual game data to deliver highly accurate win predictions (70%)

  • Updated Dec 10, 2025
  • Jupyter Notebook
Predictioneer

Predictive modeling for Ebola outbreaks to forecast cases, deaths, and fatality ratios using geographical and epidemiological data. This repository includes predictive models, implementation scripts, and a detailed report on methodology, results, and applications in outbreak management.

  • Updated Jan 27, 2025
  • Jupyter Notebook

This model constructs a layered structure of predictive cognition that integrates self-forecasting, environment anticipation, and meta-awareness. It departs from statistical inference by structurally modeling intelligent prediction capabilities. ζœ¬γƒ’γƒ‡γƒ«γ―γ€θ‡ͺε·±δΊˆζΈ¬γƒ»η’°ε’ƒδΊˆζΈ¬γƒ»γƒ‘γ‚ΏθͺηŸ₯γ‚’η΅±εˆγ—γŸδΊˆζΈ¬ζ§‹ι€ γ‚’ζ§‹ζˆηš„γ«θ¨˜θΏ°γ—γ€ηŸ₯ηš„δΊˆζΈ¬θƒ½εŠ›γ‚’ι«˜ζ¬‘γ«γƒ’γƒ‡γƒ«εŒ–γ—γΎγ™γ€‚η’ΊηŽ‡ηš„ζŽ¨θ«–γ«δΎε­˜γ›γšγ€ζ§‹ζˆηš„ε‰ζγ¨θ‡ͺε·±ηŠΆζ…‹γ«εŸΊγ₯きζœͺζ₯を描出します。

  • Updated Jun 21, 2025

A machine learning web application that predicts resale flat prices in Singapore using historical HDB data. Built with Scikit-learn and Streamlit, the app helps buyers and sellers estimate market value through real-time predictions.

  • Updated Jul 16, 2025
  • Python

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