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.
bayesian-inference hmc inference-algorithms jax mcmc numpy probabilistic-programming pyro
Language:Python 2527
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 hacktoberfest
Language:Julia 2105
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 1924
AdamCobb / hamiltorch
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
bnn hmc pytorch
Language:Jupyter Notebook 439
TuringLang / AdvancedHMC.jl
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
hmc nuts hamiltonian-monte-carlo mcmc hacktoberfest
Language:Jupyter Notebook 274
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 230
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++ 178
akio-tomiya / LatticeQCD.jl
A native Julia code for lattice QCD with dynamical fermions in 4 dimension.
qcd julialang julia-language julia monte-carlo lattice-qcd particle-physics hpc lattice-gauge-theory lattice-field-theory hep hep-lat hmc physics sciml
Language:Julia 161
TuringLang / TuringGLM.jl
Bayesian Generalized Linear models using `@formula` syntax.
julia-language bayesian-inference bayesian-statistics mcmc hmc turing
Language:Julia 72
saforem2 / l2hmc-qcd
Application of the L2HMC algorithm to simulations in lattice QCD.
mcmc hmc monte-carlo hamiltonian-monte-carlo horovod lattice gauge-theory machine-learning lattice-qcd deep-learning deepspeed hydra pytorch tensorflow
Language:Jupyter Notebook 67
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 53
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
52
ludwigwinkler / pytorch_MCMC
Lightweight MCMC sampling for PyTorch Models aka My Corona Project
hmc mala mcmc pytorch sgld sgnht
Language:Python 45
zhmcclient / python-zhmcclient
A pure Python client library for the IBM Z HMC Web Services API
python mainframe hmc s390x
Language:Python 40
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
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.
hmc lqcd multigrid quda solver ddalphaamg qphix clover rhmc twisted wilson nf211 phmc
Language:C 36
aehmc
aesara-devs / aehmc
An HMC/NUTS implementation in Aesara
hmc nuts mcmc symbolic-computation
Language:Python 32
4ment / phylostan
Phylogenetic inference using Stan
bayes hmc phylogenetics pystan stan variational-inference
Language:Python 24
IBM / zOS-BCPii
zOS Base Control Program internal interface
hmc rexx zos mvs cpc bcpii bcp lpar internal-interface hwirest hwi samples
Language:REXX 21
zhmcclient / zhmc-prometheus-exporter
A Prometheus exporter for the IBM Z HMC
hmc mainframe prometheus-exporter python s390x
Language:Python 18
tactcomplabs / gc64-hmcsim
Hybrid Memory Cube Simulation & Research Infrastructure
simulation-framework sst hmc
Language:C 16
akio-tomiya / Gaugefields.jl
Utilities of gauge fields
julia latticeqcd physics monte-carlo julia-language qcd hep hep-lat hmc julialang lattice-gauge-theory lattice-qcd particle-physics sciml
Language:Julia 12
zhmcclient / zhmc-ansible-modules
An Ansible collection for the IBM Z HMC
python ansible-collection hmc mainframe s390x
Language:Python 12
tomicapretto / shiny-hmc
A Shiny app to help people learn (and play with) Hamiltonian Monte Carlo
bayesian-statistics hmc mcmc
Language:R 11
zhmcclient / zhmccli
A CLI for the IBM Z HMC
cli hmc mainframe python 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
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
matt-graham / differentiable-generative-models
Inference in differentiable generative models
abc mcmc hmc
Language:Jupyter Notebook 7
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
mnellemann / hmci
HMCi is a utility that collects metrics from one or more IBM Power Hardware Management Consoles (HMC), without the need to install agents on logical partitions / virtual machines running on the IBM Power systems.
hmc ibm monitoring power ibm-power influxdb prometheus
Language:Java 6
ocp-power-automation / ocp4-upi-powervm-hmc
OpenShift on IBM PowerVM servers managed using HMC
hmc openshift openshift-v4 openshift-deployment powervm
Language:Jinja 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
akio-tomiya / LatticeDiracOperators.jl
Dirac operators for lattice QCD with Julia
hpc julia hep hep-lat hmc julia-language julialang lattice-field-theory lattice-gauge-theory lattice-qcd monte-carlo particle-physics physics qcd sciml
Language:Julia 5
flipdazed / Hybrid-Monte-Carlo
Used in Deep Machine Learning and Lattice Quantum Chromodynamics
hmc algorithm hamiltonian hamiltonian-monte-carlo
Language:Mathematica 5
IonImpulse / fivec-scheduler-webpage
5scheduler.io - Course Scheduler for the 5Cs
webapp scheduler college hmc
Language:JavaScript 5

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

TuringLang / TuringGLM.jl

saforem2 / l2hmc-qcd

eigenfoo / littlemcmc

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

ludwigwinkler / pytorch_MCMC

zhmcclient / python-zhmcclient

aesara-devs / aemcmc

etmc / tmLQCD

aesara-devs / aehmc

4ment / phylostan

IBM / zOS-BCPii

zhmcclient / zhmc-prometheus-exporter

tactcomplabs / gc64-hmcsim

akio-tomiya / Gaugefields.jl

zhmcclient / zhmc-ansible-modules

tomicapretto / shiny-hmc

zhmcclient / zhmccli

thiery-lab / manifold-mcmc-for-diffusions

ronaldseoh / bayesian-dl-experiments

matt-graham / differentiable-generative-models

mrlhansen / YaHMC

thiery-lab / manifold_lifting

mnellemann / hmci

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

ronaldseoh / ronald_bdl

akio-tomiya / LatticeDiracOperators.jl

flipdazed / Hybrid-Monte-Carlo

IonImpulse / fivec-scheduler-webpage