17 results found Sort:

GPflow
GPflow GPflow
430
1.9k
apache-2.0
74
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
2,452 commits to develop branch, last one 2 months ago
netket
netket netket
195
591
apache-2.0
24
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 variational-monte-carlo markov-chain-monte-carlo quantum-state-tomography
Created 2018-04-23
3,682 commits to master branch, last one 6 days ago
fehiepsi
rethinking-numpyro fehiepsi
75
456
mit
12
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 about a year ago
FranxYao
Deep-Generative-Models-for-Natural-Language-Processing FranxYao
32
390
unknown
21
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 2 years ago
ksachdeva
rethinking-tensorflow-probability ksachdeva
50
270
apache-2.0
13
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 3 years ago
choderalab
openmmtools choderalab
85
270
mit
34
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
1,744 commits to main branch, last one 3 days ago
NBISweden
MrBayes NBISweden
84
242
gpl-3.0
47
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
1,621 commits to develop branch, last one 11 days ago
matt-graham
mici matt-graham
27
230
mit
13
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
455 commits to main branch, last one a day ago
kthohr
mcmc kthohr
47
178
apache-2.0
15
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 about a year ago
stan-dev
cmdstanr stan-dev
65
146
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
3,421 commits to master branch, last one 8 days ago
kingaa
pomp kingaa
27
114
gpl-3.0
12
R package for statistical inference using partially observed Markov processes
r abc b-spline likelihood state-space time-series markov-model sobol-sequence likelihood-free particle-filter dynamical-systems measurement-error iterated-filtering stochastic-processes statistical-inference differential-equations mathematical-modelling sequential-monte-carlo markov-chain-monte-carlo simulation-based-inference
Created 2015-07-06
3,093 commits to master branch, last one 9 days ago
mschauer
ZigZagBoomerang.jl mschauer
7
101
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 2 years ago
dkanungo
Probabilistic-ML-for-finance-and-investing dkanungo
41
95
apache-2.0
4
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
57 commits to main branch, last one 6 days ago
prmiles
pymcmcstat prmiles
11
71
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 4 years ago
eggplantbren
DNest4 eggplantbren
23
69
mit
14
Diffusive Nested Sampling
probability nested-sampling bayesian-inference markov-chain-monte-carlo probabilistic-programming
Created 2015-12-09
889 commits to master branch, last one 6 months ago
eigenfoo
littlemcmc eigenfoo
10
56
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 4 years ago
fmagrini
bayes-bay fmagrini
5
37
bsd-2-clause
2
Generalised Bayesian inversion framework
python trans-dimensional bayesian-inference geophysical-inversions markov-chain-monte-carlo
Created 2023-08-23
532 commits to main branch, last one 9 days ago