Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
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Dec 27, 2024 - Python
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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
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Oct 21, 2024 - Python
A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.
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Jul 25, 2024 - Python
AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.
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Oct 23, 2023 - Python
Phylogenetic inference using Stan
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Nov 1, 2023 - Python
A Prometheus exporter for the IBM Z HMC
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Dec 12, 2024 - Python
An Ansible collection for the IBM Z HMC
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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
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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
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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
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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.
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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
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Oct 18, 2023 - Python
Theano implementations of thermodynamic Monte Carlo algorithms
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Mar 27, 2017 - Python
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