Florida Python Challenge: 10 questions for expert ahead of competition

The News-Press and Naples Daily News asked Kodiak Hengstebeck of the FWC 10 questions about this year's Python Challenge.
GitHub

Set up JAX sampling with GPUs in PyMC

The latest Ubuntu version is 22.04, but I'm a little bit conservative, so decided to install version 20.04. I download the 64-bit PC (AMD64) desktop image from here. I made a Bootable USB using Rufus ...
Europe PMC

Calibration methods to fit parameters within complex biological models.

Mathematical and computational models of biological systems are increasingly complex, typically comprised of hybrid multi-scale methods such as ordinary differential equations, partial differential ...
Europe PMC

PyMC: a modern, and comprehensive probabilistic programming framework in Python.

PyMC is a probabilistic programming library for Python that provides tools for constructing and fitting Bayesian models. It offers an intuitive, readable syntax that is close to the natural syntax ...
C&EN

Decisions with Confidence: Application to the Conformation Sampling of Molecules in the Solid State

Article Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to ...
GitHub

Doing Bayesian Data Analysis - Python/PyMC3

This repository contains Python/PyMC3 code for a selection of models and figures from the book 'Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan', Second Edition, by John Kruschke (2015 ...