11 results found Sort:

TuringLang
Turing.jl TuringLang
220
2.1k
mit
52
Bayesian inference with probabilistic programming.
hmc mcmc turing hacktoberfest julia-language machine-learning bayesian-inference bayesian-statistics probabilistic-models artificial-intelligence hamiltonian-monte-carlo probabilistic-inference bayesian-neural-networks probabilistic-programming probabilistic-graphical-models
Created 2016-04-29
3,411 commits to master branch, last one 2 days ago
blackjax-devs
blackjax blackjax-devs
107
876
apache-2.0
15
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
sampling-methods bayesian-inference hamiltonian-monte-carlo probabilistic-programming
Created 2020-12-09
528 commits to main branch, last one 7 days ago
TuringLang
AdvancedHMC.jl TuringLang
43
261
mit
16
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
hmc mcmc nuts hacktoberfest hamiltonian-monte-carlo
Created 2016-11-02
415 commits to master branch, last one 16 days ago
tpapp
DynamicHMC.jl tpapp
21
247
other
16
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
julia bayesian julia-language bayesian-methods bayesian-inference hybrid-monte-carlo bayesian-statistics hamiltonian-monte-carlo
Created 2017-06-08
394 commits to master branch, last one 6 days ago
matt-graham
mici matt-graham
27
226
mit
15
Manifold Markov chain Monte Carlo methods in Python
hmc mcmc python hybrid-monte-carlo inference-algorithms hamiltonian-monte-carlo markov-chain-monte-carlo
Created 2016-02-25
454 commits to main branch, last one 7 days ago
kthohr
mcmc kthohr
46
175
apache-2.0
17
A C++ library of Markov Chain Monte Carlo (MCMC) methods
de cpp hmc mala mcmc cpp11 eigen eigen3 armadillo langevin-diffusion metropolis-hastings riemannian-manifold differential-evolution hamiltonian-monte-carlo markov-chain-monte-carlo automatic-differentiation
Created 2017-08-12
85 commits to master branch, last one 11 months ago
m-clark
bayesian-basics m-clark
26
83
cc0-1.0
6
:no_entry_sign: :leftwards_arrow_with_hook: A document that introduces Bayesian data analysis.
r brms mcmc stan gibbs prior rstan bayesian rstanarm likelihood bayesian-methods bayesian-analysis regression-models bayesian-inference bayesian-statistics metropolis-hastings posterior-predictive posterior-probability bayesian-data-analysis hamiltonian-monte-carlo
Created 2016-12-10
69 commits to master branch, last one 2 years ago
dkanungo
Probabilistic-ML-for-finance-and-investing dkanungo
36
78
apache-2.0
5
Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python
capm finance trading investing epistemology npv-analysis generative-ai portfolio-theory project-management probabilistic-models aleatoric-uncertainty epistemic-uncertainty monte-carlo-simulation hamiltonian-monte-carlo ontological-information markov-chain-monte-carlo ensemble-machine-learning probabilistic-programming uncertainty-quantification maximum-likelihood-estimation
Created 2023-08-14
54 commits to main branch, last one about a year ago
saforem2
l2hmc-qcd saforem2
9
67
apache-2.0
5
Application of the L2HMC algorithm to simulations in lattice QCD.
hmc mcmc hydra horovod lattice pytorch deepspeed tensorflow lattice-qcd monte-carlo gauge-theory deep-learning machine-learning hamiltonian-monte-carlo
Created 2019-03-21
6,366 commits to main branch, last one about a year ago
m-clark
models-by-example m-clark
17
65
unknown
3
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
pca rkhs lasso splines bayesian cox-model algorithms mixed-models zero-inflated neural-network gradient-descent machine-learning ridge-regression linear-regression gaussian-processes logistic-regression penalized-regression hamiltonian-monte-carlo expectation-maximization maximum-likelihood-estimation
Created 2020-11-01
95 commits to main branch, last one 4 years ago
lxuechen
BDMC lxuechen
14
52
mit
3
PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo.
mcmc pytorch bayesian-inference hamiltonian-monte-carlo bidirectional-monte-carlo annealed-importance-sampling
Created 2018-01-06
43 commits to master branch, last one 3 years ago