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numpyro

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

aemcmc-nightly

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

zhmcclient

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

zhmccli

A CLI for the IBM Z HMC

zhmc-prometheus-exporter

A Prometheus exporter for the IBM Z HMC

mici

MCMC samplers based on simulating Hamiltonian dynamics on a manifold.

l2hmc

Framework for training MCMC samplers for Lattice QCD

zhmc-ansible-modules

An Ansible collection for the IBM Z HMC

aemcmc

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

littlemcmc

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

aehmc

HMC samplers in Aesara

zhmc-log-forwarder

A log forwarder for the IBM Z HMC

zhmc-os-forwarder

A forwarder for OS messages of LPARs to remote syslog servers

phylostan

Phylogenetic inference using Stan

mcmc-samplers

A Python package for MCMC sampling.

aehmc-nightly

An HMC/NUTS implementation in Aesara

l2hmc-qcd

Application of the L2HMC algorithm to simulations in lattice QCD.