The Curious Engineer

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Austin Rochford

austinrochford.com

{Math, Data, Software}

MathPythonAI / ML

’16’17’18’19’20’21’22’23’24’25’26
Posts
8 from 25 Feb 2016 to 6 Sep 2026
Posting
monthly (6 in the last year)
Kind
personal blog
Feed
https://austinrochford.com/rss.xml

2026 4

  1. A Bayesian Model of NFL Field Goals in Python
  2. Overthinking Bayesian Mixture Models with PyMC
  3. Decaying Bayesian Updating for Non-stationary Time Series Models
  4. Cumulative Sums as Matrix Multiplication

2025 3

  1. Implementing the Box-Cox Power Exponential Distribution in Python with PyMC
  2. Revisiting Multilevel Regression and Poststratification with PyMC
  3. written

2016 1

  1. Density Estimation with Dirichlet Process Mixtures using PyMC3