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Colin Carroll's Projects

numba icon numba

NumPy aware dynamic Python compiler using LLVM

oryx icon oryx

Oryx is a library for probabilistic programming and deep learning built on top of Jax.

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

personal icon personal

Contains Jupiter Notebooks of stuff I am working on.

pete icon pete

He's just happy to be here

pml-book icon pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

probability icon probability

Probabilistic reasoning and statistical analysis in TensorFlow

probprog_poster icon probprog_poster

ArviZ poster from probprog 2018 (https://probprog.cc), joint with Austin Rochford

py-earth icon py-earth

A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines

pydata_nyc2017 icon pydata_nyc2017

Slides and materials for workshop on "Two views on regression with PyMC3 and scikit-learn"

pymc3 icon pymc3

Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.

pymc4 icon pymc4

Pre-release development of high-level probabilistic programming interface for TensorFlow

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