Hmc Python Packages

numpyro

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

611K 3K 286

zhmcclient

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

21K 46 29

aemcmc-nightly

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

17K 39 11

zhmccli

A CLI for the IBM Z HMC

3K 12 10

zhmc-prometheus-exporter

A Prometheus exporter for the IBM Z HMC

2K 19 9

aehmc

HMC samplers in Aesara

601 31 6

aemcmc

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

572 39 11

mici

MCMC samplers based on simulating Hamiltonian dynamics on a manifold.

499 236 28

zhmc-ansible-modules

An Ansible collection for the IBM Z HMC

415 12 10

littlemcmc

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

353 59 11

l2hmc

Application of the L2HMC algorithm to simulations in lattice QCD.

294 68 9

zhmc-log-forwarder

A forwarder for HMC audit and security logs

213 1 0

mcmc-samplers

A Python package for MCMC sampling.

210 0 0

zhmc-os-forwarder

A forwarder for OS messages of LPARs to remote syslog servers

176 3 0

phylostan

Phylogenetic inference using Stan

127 24 5

aehmc-nightly

An HMC/NUTS implementation in Aesara

96 31 6

l2hmc-qcd

Application of the L2HMC algorithm to simulations in lattice QCD.

39 68 9