Hmc Python Packages

numpyro

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

961K 3K 325

zhmcclient

A pure Python client library for the IBM Z HMC Web Services API

12K 47 31

aemcmc-nightly

AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.

11K 39 11

aehmc

An HMC/NUTS implementation in Aesara

2K 31 6

zhmccli

A CLI for the IBM Z HMC

1K 12 10

zhmc-prometheus-exporter

A Prometheus exporter for the IBM Z HMC

1K 18 9

walnutpie

Within-orbit Adaptive Leapfrog No-U-Turn Sampler

593 66 4

mici

Manifold Markov chain Monte Carlo methods in Python

359 238 27

l2hmc

Application of the L2HMC algorithm to simulations in lattice QCD.

277 69 9

aemcmc

AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.

273 39 11

zhmc-log-forwarder

A forwarder for HMC audit and security logs

209 1 0

zhmc-ansible-modules

An Ansible collection for the IBM Z HMC

202 12 11

zhmc-os-forwarder

A forwarder for OS messages of LPARs to remote syslog servers

176 3 0

littlemcmc

A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.

155 59 12

phylostan

Phylogenetic inference using Stan

114 24 5

mcmc-samplers

A Python package for MCMC sampling.

104 0 0

aehmc-nightly

An HMC/NUTS implementation in Aesara

51 31 6

l2hmc-qcd

Application of the L2HMC algorithm to simulations in lattice QCD.

34 69 9