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Hmc Python Packages

Python packages with the GitHub topic hmc. Sorted by relevance, with stars and monthly downloads.
pyro-ppl
numpyro

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

611K 3K 286
zhmcclient
zhmcclient

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

21K 46 29
aesara-devs
aemcmc-nightly

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

17K 39 11
zhmcclient
zhmccli

A CLI for the IBM Z HMC

3K 12 10
zhmcclient
zhmc-prometheus-exporter

A Prometheus exporter for the IBM Z HMC

2K 19 9
aesara-devs
aehmc

HMC samplers in Aesara

601 31 6
aesara-devs
aemcmc

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

572 39 11
matt-graham
mici

MCMC samplers based on simulating Hamiltonian dynamics on a manifold.

499 236 28
zhmcclient
zhmc-ansible-modules

An Ansible collection for the IBM Z HMC

415 12 10
eigenfoo
littlemcmc

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

353 59 11
saforem2
l2hmc

Application of the L2HMC algorithm to simulations in lattice QCD.

294 68 9
zhmcclient
zhmc-log-forwarder

A forwarder for HMC audit and security logs

213 1 0
ngalioto
mcmc-samplers

A Python package for MCMC sampling.

210 0 0
zhmcclient
zhmc-os-forwarder

A forwarder for OS messages of LPARs to remote syslog servers

176 3 0
4ment
phylostan

Phylogenetic inference using Stan

127 24 5
aesara-devs
aehmc-nightly

An HMC/NUTS implementation in Aesara

96 31 6
saforem2
l2hmc-qcd

Application of the L2HMC algorithm to simulations in lattice QCD.

39 68 9
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