16 results found Sort:

GPflow
GPflow GPflow
435
1.8k
apache-2.0
76
Gaussian processes in TensorFlow
gp ml gpflow tensorflow deep-learning machine-learning gaussian-processes bayesian-statistics stochastic-processes variational-inference markov-chain-monte-carlo
Created 2016-01-14
2,450 commits to develop branch, last one 15 days ago
netket
netket netket
176
518
apache-2.0
25
Machine learning algorithms for many-body quantum systems
jax quantum hamiltonian unitaryhack deep-learning neural-networks machine-learning physics-simulation variational-method monte-carlo-methods exact-diagonalization complex-neural-network variational-monte-carlo markov-chain-monte-carlo quantum-state-tomography machine-learning-algorithms
Created 2018-04-23
3,475 commits to master branch, last one 4 days ago
fehiepsi
rethinking-numpyro fehiepsi
72
437
mit
13
Statistical Rethinking (2nd ed.) with NumPyro
numpy python causal-inference bayesian-statistics laplace-approximation variational-inference markov-chain-monte-carlo
Created 2019-10-27
145 commits to master branch, last one 4 months ago
FranxYao
Deep-Generative-Models-for-Natural-Language-Processing FranxYao
33
392
unknown
22
DGMs for NLP. A roadmap.
mcmc parsing decoding language-model generative-text text-generation generative-model graphical-models generative-models normalizing-flows discrete-structures gradient-estimation approximate-inference structured-prediction variational-inference latent-variable-models markov-chain-monte-carlo variational-autoencoders natural-language-processing generative-adversarial-networks
Created 2019-04-09
191 commits to master branch, last one about a year ago
ksachdeva
rethinking-tensorflow-probability ksachdeva
47
268
apache-2.0
15
Statistical Rethinking (2nd Ed) with Tensorflow Probability
tutorials tensorflow bayesian-inference bayesian-statistics variational-inference statistical-rethinking tensorflow-probability markov-chain-monte-carlo
Created 2020-01-14
120 commits to master branch, last one 2 years ago
choderalab
openmmtools choderalab
76
236
mit
38
A batteries-included toolkit for the GPU-accelerated OpenMM molecular simulation engine.
mcmc openmm python integrators replica-exchange molecular-dynamics molecular-simulations free-energy-calculations markov-chain-monte-carlo alchemical-free-energy-calculations
Created 2014-10-19
1,718 commits to main branch, last one 6 months ago
NBISweden
MrBayes NBISweden
78
224
gpl-3.0
48
MrBayes is a program for Bayesian inference and model choice across a wide range of phylogenetic and evolutionary models. For documentation and downloading the program, please see the home page:
phylogenetics research-tool bioinformatics bayesian-inference markov-chain-monte-carlo
Created 2016-04-06
1,618 commits to develop branch, last one 4 months ago
matt-graham
mici matt-graham
27
211
mit
17
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
443 commits to main branch, last one 10 months ago
kthohr
mcmc kthohr
45
160
apache-2.0
16
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 4 months ago
stan-dev
cmdstanr stan-dev
61
138
other
17
CmdStanR: the R interface to CmdStan
mcmc stan bayes bayesian r-package maximum-likelihood variational-inference markov-chain-monte-carlo
Created 2019-10-01
3,307 commits to master branch, last one a day ago
kingaa
pomp kingaa
26
110
gpl-3.0
13
R package for statistical inference using partially observed Markov processes
r abc pomp b-spline likelihood state-space time-series markov-model sobol-sequence likelihood-free particle-filter dynamical-systems measurement-error simulation-modeling stochastic-processes statistical-inference differential-equations mathematical-modelling sequential-monte-carlo markov-chain-monte-carlo
Created 2015-07-06
3,041 commits to master branch, last one 19 days ago
mschauer
ZigZagBoomerang.jl mschauer
7
97
mit
5
Sleek implementations of the ZigZag, Boomerang and other assorted piecewise deterministic Markov processes for Markov Chain Monte Carlo including Sticky PDMPs for variable selection
pdmp zigzag boomerang bayesian-inference bouncy-particle-sampler markov-chain-monte-carlo probabilistic-programming
Created 2020-07-02
617 commits to master branch, last one about a year ago
prmiles
pymcmcstat prmiles
10
70
mit
2
Python implementation of MATLAB toolbox "mcmcstat"
mcmc python delayed-rejection adaptive-metropolis metropolis-hastings markov-chain-monte-carlo
Created 2017-10-19
1,026 commits to master branch, last one 3 years ago
eggplantbren
DNest4 eggplantbren
21
60
mit
15
Diffusive Nested Sampling
probability nested-sampling bayesian-inference markov-chain-monte-carlo probabilistic-programming
Created 2015-12-09
859 commits to master branch, last one about a year ago
eigenfoo
littlemcmc eigenfoo
8
51
apache-2.0
3
A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.
hmc mcmc nuts python markov-chain-monte-carlo
Created 2019-12-08
111 commits to master branch, last one 3 years ago
dkanungo
Probabilistic-ML-for-finance-and-investing dkanungo
20
41
apache-2.0
5
Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python
finance trading investing montycarlo npv-analysis project-management markov-chain-monte-carlo probabilistic-programming uncertainty-quantification
Created 2023-08-14
54 commits to main branch, last one 5 months ago