hmc

There are 0 repository under hmc topic.

pyro-ppl / numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
pyro jax hmc inference-algorithms numpy bayesian-inference probabilistic-programming mcmc
Language:Python 2039
TuringLang / Turing.jl
Bayesian inference with probabilistic programming.
machine-learning probabilistic-programming julia-language artificial-intelligence bayesian-inference hamiltonian-monte-carlo turing bayesian-statistics mcmc hmc probabilistic-graphical-models probabilistic-models probabilistic-inference bayesian-neural-networks
Language:Julia 1963
JavierAntoran / Bayesian-Neural-Networks
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
deep-learning bayesian-inference pytorch reproducible-research bayesian-neural-networks bayes-by-backprop mc-dropout mcmc variational-inference kronecker-factored-approximation langevin-dynamics approximate-inference local-reparametrization-trick uncertainty uncertainty-neural-networks out-of-distribution-detection classification regression sgld hmc
Language:Jupyter Notebook 1741
AdamCobb / hamiltorch
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
pytorch hmc bnn
Language:Jupyter Notebook 386
TuringLang / AdvancedHMC.jl
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
hmc nuts hamiltonian-monte-carlo mcmc
Language:Jupyter Notebook 219
mici
matt-graham / mici
Manifold Markov chain Monte Carlo methods in Python
hamiltonian-monte-carlo hmc mcmc hybrid-monte-carlo markov-chain-monte-carlo python inference-algorithms
Language:Python 209
kthohr / mcmc
A C++ library of Markov Chain Monte Carlo (MCMC) methods
cpp cpp11 mcmc metropolis-hastings hmc mala de differential-evolution langevin-diffusion riemannian-manifold armadillo markov-chain-monte-carlo hamiltonian-monte-carlo automatic-differentiation eigen3 eigen
Language:C++ 154
akio-tomiya / LatticeQCD.jl
A native Julia code for lattice QCD with dynamical fermions in 4 dimension.
hep hep-lat hmc hpc julia julia-language julialang lattice-field-theory lattice-gauge-theory lattice-qcd monte-carlo particle-physics physics qcd sciml
Language:Julia 128
saforem2 / l2hmc-qcd
Application of the L2HMC algorithm to simulations in lattice QCD.
deep-learning deepspeed gauge-theory hamiltonian-monte-carlo hmc horovod hydra lattice lattice-qcd machine-learning mcmc monte-carlo pytorch tensorflow
Language:Jupyter Notebook 64
TuringLang / TuringGLM.jl
Bayesian Generalized Linear models using `@formula` syntax.
bayesian-inference bayesian-statistics hmc julia-language mcmc turing
Language:Julia 61
eigenfoo / littlemcmc
A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.
hmc nuts mcmc markov-chain-monte-carlo python
Language:Python 49
aemcmc
aesara-devs / aemcmc
AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.
mcmc term-rewriting samplers gibbs-sampling symbolic-computation hmc ppl
Language:Python 39
ludwigwinkler / pytorch_MCMC
Lightweight MCMC sampling for PyTorch Models aka My Corona Project
mcmc hmc sgld pytorch mala sgnht
Language:Python 37
zhmcclient / python-zhmcclient
A pure Python client library for the IBM Z HMC Web Services API
python mainframe hmc s390x
Language:Python 36
konstantinos-p / Bayesian-Neural-Networks-Reading-List
A primer on Bayesian Neural Networks. The aim of this reading list is to facilitate the entry of new researchers into the field of Bayesian Deep Learning, by providing an overview of key papers. More details: "A Primer on Bayesian Neural Networks: Review and Debates"
approximate-inference bayes-by-backprop bayesian-inference bayesian-neural-networks deep-learning hmc kronecker-factored-approximation langevin-dynamics local-reparametrization-trick mcmc sgld uncertainty uncertainty-neural-networks variational-inference
35
aehmc
aesara-devs / aehmc
An HMC/NUTS implementation in Aesara
hmc nuts mcmc symbolic-computation
Language:Python 33
etmc / tmLQCD
tmLQCD is a freely available software suite providing a set of tools to be used in lattice QCD simulations. This is mainly a HMC implementation (including PHMC and RHMC) for Wilson, Wilson Clover and Wilson twisted mass fermions and inverter for different versions of the Dirac operator. The code is fully parallelised and ships with optimisations for various modern architectures, such as commodity PC clusters and the Blue Gene family.
clover ddalphaamg hmc lqcd multigrid nf211 phmc qphix quda rhmc solver twisted wilson
Language:C 32
4ment / phylostan
Phylogenetic inference using Stan
bayes hmc phylogenetics pystan stan variational-inference
Language:Python 22
IBM / zOS-BCPii
zOS Base Control Program internal interface
hmc rexx zos mvs cpc bcpii bcp lpar internal-interface hwirest hwi samples
Language:REXX 20
tactcomplabs / gc64-hmcsim
Hybrid Memory Cube Simulation & Research Infrastructure
simulation-framework sst hmc
Language:C 12
zhmcclient / zhmc-ansible-modules
An Ansible collection for the IBM Z HMC
python ansible-collection hmc mainframe s390x
Language:Python 11
thiery-lab / manifold-mcmc-for-diffusions
Code accompanying the paper 'Manifold MCMC methods for Bayesian inference in a wide class of diffusion models'
diffusions mcmc hmc sde
Language:Jupyter Notebook 10
zhmcclient / zhmc-prometheus-exporter
A Prometheus exporter for the IBM Z HMC
hmc mainframe prometheus-exporter python s390x
Language:Python 10
akio-tomiya / Gaugefields.jl
Utilities of gauge fields
hep hep-lat hmc julia julia-language julialang lattice-gauge-theory lattice-qcd latticeqcd monte-carlo particle-physics physics qcd sciml
Language:Julia 8
ronaldseoh / bayesian-dl-experiments
Bayesian deep learning experiments
bayesian-deep-learning deep-learning monte-carlo-dropout bayesian-neural-network reproducibility experiments pyro pytorch dropout jupyter-notebook mcmc hmc vi variational-inference convolutional-neural-network bayesian-dl-experiments
Language:Jupyter Notebook 8
zhmcclient / zhmccli
A CLI for the IBM Z HMC
cli hmc mainframe python s390x
Language:Python 8
mrlhansen / YaHMC
Numerical simulation code for non-abelian gauge theories
hmc lattice-qcd lattice-gauge-theory
Language:C 7
thiery-lab / manifold_lifting
Accompanying code for 'Manifold lifting: scaling MCMC to the vanishing noise regime'
mcmc inverse-problems bayesian-inference hmc
Language:Jupyter Notebook 7
IonImpulse / fivec-scheduler-webpage
5scheduler.io - Course Scheduler for the 5Cs
webapp scheduler college hmc
Language:JavaScript 6
matt-graham / differentiable-generative-models
Inference in differentiable generative models
abc mcmc hmc
Language:Jupyter Notebook 6
ronaldseoh / ronald_bdl
An experimental Python package for learning Bayesian Neural Network.
bayesian-deep-learning deep-learning monte-carlo-dropout mc-dropout bayesian-neural-network pytorch pyro hmc vi variational-inference hamiltonian-monte-carlo
Language:Python 6
flipdazed / Hybrid-Monte-Carlo
Used in Deep Machine Learning and Lattice Quantum Chromodynamics
hmc algorithm hamiltonian hamiltonian-monte-carlo
Language:Mathematica 5
ocp-power-automation / ocp4-upi-powervm-hmc
OpenShift on IBM PowerVM servers managed using HMC
hmc openshift openshift-v4 openshift-deployment powervm
Language:Jinja 5
akio-tomiya / LatticeDiracOperators.jl
Dirac operators for lattice QCD with Julia
hep hep-lat hmc hpc julia julia-language julialang lattice-field-theory lattice-gauge-theory lattice-qcd monte-carlo particle-physics physics qcd sciml
Language:Julia 4
zhmcclient / golang-zhmcclient
A GoLang client library for the IBM Z HMC Web Services API
golang hmc mainframe s390x
Language:Go 3
ziutus / hmc_vios_aix
Ruby software to create reports about AIX Power environements (HMC, Power servers, VIOSes, NIM servers etc). Next version will allow also manage it. This API is unstable, stable version is expected in September 2020
hmc aix vios expect ruby
Language:Ruby 3

hmc

pyro-ppl / numpyro

TuringLang / Turing.jl

JavierAntoran / Bayesian-Neural-Networks

AdamCobb / hamiltorch

TuringLang / AdvancedHMC.jl

matt-graham / mici

kthohr / mcmc

akio-tomiya / LatticeQCD.jl

saforem2 / l2hmc-qcd

TuringLang / TuringGLM.jl

eigenfoo / littlemcmc

aesara-devs / aemcmc

ludwigwinkler / pytorch_MCMC

zhmcclient / python-zhmcclient

konstantinos-p / Bayesian-Neural-Networks-Reading-List

aesara-devs / aehmc

etmc / tmLQCD

4ment / phylostan

IBM / zOS-BCPii

tactcomplabs / gc64-hmcsim

zhmcclient / zhmc-ansible-modules

thiery-lab / manifold-mcmc-for-diffusions

zhmcclient / zhmc-prometheus-exporter

akio-tomiya / Gaugefields.jl

ronaldseoh / bayesian-dl-experiments

zhmcclient / zhmccli

mrlhansen / YaHMC

thiery-lab / manifold_lifting

IonImpulse / fivec-scheduler-webpage

matt-graham / differentiable-generative-models

ronaldseoh / ronald_bdl

flipdazed / Hybrid-Monte-Carlo

ocp-power-automation / ocp4-upi-powervm-hmc

akio-tomiya / LatticeDiracOperators.jl

zhmcclient / golang-zhmcclient

ziutus / hmc_vios_aix