Hmc Python Packages

numpyro

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

715K 3K 289

zhmcclient

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

21K 46 29

aemcmc-nightly

Miscellaneous MCMC samplers written in Aesara

10K 39 11

zhmccli

A CLI for the IBM Z HMC

2K 12 10

aehmc

HMC samplers in Aesara

1K 31 6

mici

Manifold Markov chain Monte Carlo methods in Python

822 237 28

zhmc-prometheus-exporter

A Prometheus exporter for the IBM Z HMC

778 19 9

aemcmc

Miscellaneous MCMC samplers written in Aesara

418 39 11

l2hmc

Application of the L2HMC algorithm to simulations in lattice QCD.

370 69 9

zhmc-ansible-modules

Ansible modules managing a IBM Z via the HMC Web Services API.

336 12 10

mcmc-samplers

A Python package for MCMC sampling.

278 0 0

zhmc-log-forwarder

A forwarder for HMC audit and security logs

260 1 0

zhmc-os-forwarder

A forwarder for OS messages of LPARs to remote syslog servers

213 3 0

littlemcmc

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

204 59 12

phylostan

Phylogenetic inference using Stan

203 24 5

aehmc-nightly

HMC samplers in Aesara

115 31 6

l2hmc-qcd

Application of the L2HMC algorithm to simulations in lattice QCD.

73 69 9