79 results found Sort:

pymc-devs
pymc pymc-devs
2.0k
8.7k
other
226
Bayesian Modeling and Probabilistic Programming in Python
mcmc python pytensor bayesian-inference statistical-analysis variational-inference probabilistic-programming
Created 2009-05-05
10,118 commits to main branch, last one 22 hours ago
pyro-ppl
numpyro pyro-ppl
245
2.3k
apache-2.0
53
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
hmc jax mcmc pyro numpy bayesian-inference inference-algorithms probabilistic-programming
Created 2019-02-13
1,239 commits to master branch, last one 22 hours ago
TuringLang
Turing.jl TuringLang
219
2.0k
mit
50
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
3,392 commits to master branch, last one 13 days ago
JavierAntoran
Bayesian-Neural-Networks JavierAntoran
303
1.8k
mit
28
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
hmc mcmc sgld pytorch mc-dropout regression uncertainty deep-learning classification bayes-by-backprop langevin-dynamics bayesian-inference approximate-inference reproducible-research variational-inference bayesian-neural-networks uncertainty-neural-networks local-reparametrization-trick out-of-distribution-detection kronecker-factored-approximation
Created 2019-03-11
86 commits to master branch, last one about a year ago
dfm
emcee dfm
430
1.5k
mit
85
The Python ensemble sampling toolkit for affine-invariant MCMC
mcmc python mcmc-sampler probabilistic-data-analysis
Created 2011-11-07
952 commits to main branch, last one 17 days ago
owlbarn
owl owlbarn
124
1.2k
mit
44
Owl - OCaml Scientific Computing @ https://ocaml.xyz
gsl mcmc maths matrix ndarray autograd plotting regression statistics optimization linear-algebra neural-network topic-modeling machine-learning scientific-computing sparse-linear-systems statistical-functions numerical-calculations automatic-differentiation algorithmic-differentation
Created 2016-06-20
4,468 commits to main branch, last one 17 hours ago
stan-dev
rstan stan-dev
269
1.0k
unknown
69
RStan, the R interface to Stan
r mcmc stan r-package bayesian-inference bayesian-statistics bayesian-data-analysis
Created 2013-05-22
3,812 commits to develop branch, last one 4 months ago
avehtari
BDA_py_demos avehtari
300
997
gpl-3.0
56
Bayesian Data Analysis demos for Python
mcmc stan python bayesian bayesian-inference bayesian-data-analysis
Created 2015-03-04
178 commits to master branch, last one 2 years ago
yell
boltzmann-machines yell
135
849
mit
35
Boltzmann Machines in TensorFlow with examples
ais dbm pcd rbm mcmc keras tensorflow deep-learning gibbs-sampling machine-learning tensorflow-models boltzmann-machines energy-based-model sklearn-compatible variational-inference annealed-importance-sampling restricted-boltzmann-machine contrastive-divergence-algorithm
Created 2017-10-23
773 commits to master branch, last one 3 years ago
mxgmn
ConvChain mxgmn
48
742
other
35
Bitmap generation from a single example with convolutions and MCMC
mcmc csharp gamedev algorithm convchain machine-learning texture-synthesis procedural-generation
Created 2016-03-29
34 commits to master branch, last one 2 years ago
JWarmenhoven
DBDA-python JWarmenhoven
264
673
mit
29
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
mcmc pymc3 kruschke bayesian-inference hierarchical-models bayesian-data-analysis probabilistic-programming
Created 2016-07-13
210 commits to master branch, last one 3 years ago
avehtari
BDA_R_demos avehtari
206
567
bsd-3-clause
37
Bayesian Data Analysis demos for R
r mcmc stan bayesian monte-carlo bayesian-inference bayesian-data-analysis
Created 2016-02-10
340 commits to master branch, last one about a month ago
stan-dev
bayesplot stan-dev
83
433
gpl-3.0
37
bayesplot R package for plotting Bayesian models
mcmc stan pandoc ggplot2 bayesian r-package visualization statistical-graphics
Created 2016-05-20
1,638 commits to master branch, last one 3 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
StatisticalRethinkingJulia
StatisticalRethinking.jl StatisticalRethinkingJulia
32
385
mit
10
Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.
mcmc julia-package regression-models statistical-rethinking
Created 2018-10-30
1,115 commits to master branch, last one 3 months ago
cdslaborg
paramonte cdslaborg
33
273
other
11
ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.
c cpp mpi mcmc matlab openmp python fortran sampling monte-carlo markov-chain machine-learning adaptive-learning bayesian-inference bayesian-statistics numerical-integration monte-carlo-simulations machine-learning-library machine-learning-algorithms
Created 2020-02-04
2,156 commits to main branch, last one a day ago
TuringLang
MCMCChains.jl TuringLang
28
268
other
16
Types and utility functions for summarizing Markov chain Monte Carlo simulations
mcmc markov-chain hacktoberfest julia-language
Created 2018-08-16
514 commits to master branch, last one 2 days ago
choderalab
openmmtools choderalab
81
251
mit
37
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
1,738 commits to main branch, last one 2 days ago
MLWhiz
data_science_blogs MLWhiz
201
251
unknown
8
A repository to keep track of all the code that I end up writing for my blog posts.
gan data mcmc spark graphs python chatbot xgboost blogging streamlit datascience time-series machine-learning
Created 2019-12-25
57 commits to master branch, last one about a year ago
TuringLang
AdvancedHMC.jl TuringLang
41
247
mit
15
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
hmc mcmc nuts hacktoberfest hamiltonian-monte-carlo
Created 2016-11-02
413 commits to master branch, last one 6 days ago
CompEvol
beast2 CompEvol
84
240
lgpl-2.1
40
Bayesian Evolutionary Analysis by Sampling Trees
java mcmc beast evolution phylogenetics bayesian-inference
Created 2014-01-15
3,037 commits to master branch, last one 21 days ago
minaskar
zeus minaskar
33
227
gpl-3.0
9
⚡️ zeus: Lightning Fast MCMC ⚡️
mcmc python sampling inference mcmc-sampler general-purpose machine-learning sampling-methods bayesian-inference probabilistic-data-analysis black-box-bayesian-inference
Created 2019-10-25
251 commits to main branch, last one 9 months ago
matt-graham
mici matt-graham
27
221
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
453 commits to main branch, last one about a month ago
StanJulia
Stan.jl StanJulia
31
214
mit
11
Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.
mcmc stan julia
Created 2014-07-07
926 commits to master branch, last one 17 days ago
bat
BAT.jl bat
30
212
other
11
A Bayesian Analysis Toolkit in Julia
mcmc julia prior posterior statistics machine-learning bayesian-inference bayesian-statistics
Created 2017-04-21
1,184 commits to main branch, last one 2 days ago
exoplanet-dev
exoplanet exoplanet-dev
52
206
mit
18
Fast & scalable MCMC for all your exoplanet needs!
mcmc pymc3 astronomy exoplanet exoplanets time-series astrophysics bayesian-inference exoplanet-transits gaussian-processes time-series-analysis exoplanet-radial-velocities
Created 2018-06-20
1,292 commits to main branch, last one 3 days ago
kazewong
flowMC kazewong
23
200
mit
6
Normalizing-flow enhanced sampling package for probabilistic inference in Jax
jax mcmc stat normalizing-flows
Created 2021-11-30
881 commits to main branch, last one 3 months ago
stan-dev
shinystan stan-dev
51
197
gpl-3.0
33
shinystan R package and ShinyStan GUI
r mcmc stan bayesian r-package shiny-apps bayesian-methods bayesian-inference bayesian-statistics statistical-graphics bayesian-data-analysis
Created 2015-02-25
892 commits to master branch, last one 2 years ago
beast-dev
beast-mcmc beast-dev
73
192
lgpl-2.1
47
Bayesian Evolutionary Analysis Sampling Trees
java mcmc beast evolution phylogenetics bayesian-analysis
Created 2015-04-19
13,572 commits to master branch, last one 9 days ago
stephaneguindon
phyml stephaneguindon
61
177
gpl-3.0
20
PhyML -- Phylogenetic estimation using (Maximum) Likelihood
mcmc evolution phylogenetics
Created 2014-09-15
1,989 commits to master branch, last one about a month ago