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Bill Engels's Projects

aeppl icon aeppl

Tools for an Aesara-based PPL.

aesara icon aesara

Aesara is a fork of the Theano library that is maintained by the PyMC developers. It was previously named Theano-PyMC.

bambi icon bambi

BAyesian Model-Building Interface (Bambi) in Python.

gpy icon gpy

Gaussian processes framework in python

gsoc icon gsoc

Numfocus Google Summer of Code Materials

hadrian icon hadrian

Implementations of the Portable Format for Analytics (PFA)

hsgp icon hsgp

Notebooks associated with HSGP talk

mplrcpub icon mplrcpub

Matplotlib RC settings for publication plots

pymc icon pymc

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

pymc-examples icon pymc-examples

Examples of PyMC3 models, including a library of Jupyter notebooks.

pytensor icon pytensor

PyTensor is a fork of Aesara -- a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

sampyl icon sampyl

MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice

theano icon theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

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