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  1. BPSMethods BPSMethods Public

    Methods for bayesian posterior sampling (BPS), including Random walk Metropolis-Hastings and Hamiltonian MC

    Python 1

  2. Miami-marlins-challenge Miami-marlins-challenge Public

    Estimate each hitter's underlying average exit velocity against MLB-level competition and project it into the 2024 season, for all 647 batters in exit_velo_validate_data.csv.

    Jupyter Notebook

  3. mathematical-physics-hamiltonians mathematical-physics-hamiltonians Public

    A from-scratch implementation of Hamiltonian Monte Carlo (HMC) applied to Bayesian binary classification on the Breast Cancer Wisconsin dataset (UCI / sklearn). The project demonstrates how classic…

    Jupyter Notebook

  4. mariaoros.github.io mariaoros.github.io Public

    Professional Webpage

    HTML

  5. 2026wc-analytics 2026wc-analytics Public

    Per-player analytics (longevity, position, skills, social reach) feeding a hierarchical Bayesian score model that simulates the 48-team tournament and outputs each nation's probability of winning.

    Python 1