Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
-
Updated
Dec 23, 2024 - Python
#
hmc
Here are 20 public repositories matching this topic...
Manifold Markov chain Monte Carlo methods in Python
python mcmc hmc hamiltonian-monte-carlo markov-chain-monte-carlo hybrid-monte-carlo inference-algorithms
-
Updated
Oct 21, 2024 - Python
A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.
-
Updated
Jul 25, 2024 - Python
AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.
-
Updated
Oct 23, 2023 - Python
Phylogenetic inference using Stan
-
Updated
Nov 1, 2023 - Python
A Prometheus exporter for the IBM Z HMC
-
Updated
Dec 12, 2024 - Python
An Ansible collection for the IBM Z HMC
-
Updated
Dec 12, 2024 - Python
An experimental Python package for learning Bayesian Neural Network.
deep-learning pytorch vi variational-inference hmc hamiltonian-monte-carlo pyro bayesian-deep-learning mc-dropout monte-carlo-dropout bayesian-neural-network
-
Updated
Jul 6, 2020 - Python
Code implementing Integrator Snippets, joint work with Christophe Andrieu and Chang Zhang
machine-learning statistical-inference sampler bayesian-inference smc mcmc hmc hamiltonian-monte-carlo sequential-monte-carlo integrator-snippets
-
Updated
Oct 19, 2024 - Python
Hamiltonian Monte Carlo (HMC) sampling method in Python3, based on the original paper: Simon Duane, Anthony D. Kennedy, Brian J. Pendleton and Duncan Roweth (1987). "Hybrid Monte Carlo". Physics Letters B. 195 (2): 216–222.
statistics monte-carlo python3 bayesian-inference stochastic-differential-equations hmc mcmc-sampler ornstein-uhlenbeck-process
-
Updated
Sep 30, 2024 - Python
Scripts to download & install camera-streamer for a Raspberry Pi Zero 2 with Camera Module v3 Wide. The primary use case is as a wireless HMC (Helmet Mounted Camera) for facial motion capture.
-
Updated
Mar 29, 2024 - Python
Development of a Face Tracking Pipeline for lower face tracking RGB HMCs
vr hmd virtual-reality dataset-creation dataset-generation hmc head-mounted-display head-mounted-camera dataset-acquisition
-
Updated
Oct 18, 2023 - Python
Theano implementations of thermodynamic Monte Carlo algorithms
-
Updated
Mar 27, 2017 - Python
Improve this page
Add a description, image, and links to the hmc topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the hmc topic, visit your repo's landing page and select "manage topics."