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BPSMethods
BPSMethods PublicMethods for bayesian posterior sampling (BPS), including Random walk Metropolis-Hastings and Hamiltonian MC
Python 1
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Miami-marlins-challenge
Miami-marlins-challenge PublicEstimate 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
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mathematical-physics-hamiltonians
mathematical-physics-hamiltonians PublicA 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
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2026wc-analytics
2026wc-analytics PublicPer-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
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