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Benjamin Datko's Projects

bdatko.github.io icon bdatko.github.io

:triangular_ruler: A flexible two-column Jekyll theme. Perfect for personal sites, blogs, and portfolios hosted on GitHub or your own server.

demo icon demo

Demo repo for tutotial articles on Opensource.com

email_mbmlbook icon email_mbmlbook

This repository parses the *.objml XML files found in Chapter 4 of Model-Based Machine Learning into flat CSV files.

numpyro icon numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

panda_pipe icon panda_pipe

a collection of pandas DataFrame methods and functions I commonly used decorated with scikit-lego's @log_step to enable logging within method chaining

pomegranate icon pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

pymc icon pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

scripts icon scripts

Scripts, programs and submission scripts for chemistry research

summit icon summit

Optimising chemical reactions using machine learning

symbulate icon symbulate

A symbolic algebra for specifying simulations.

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