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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 (71%)

  • Updated Jun 22, 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. 本モデルは、自己予測・環境予測・メタ認知を統合した予測構造を構成的に記述し、知的予測能力を高次にモデル化します。確率的推論に依存せず、構成的前提と自己状態に基づき未来を描出します。

  • Updated Jun 21, 2025

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