79 results found Sort:

pymc-devs
pymc pymc-devs
2.0k
8.7k
other
225
Bayesian Modeling and Probabilistic Programming in Python
mcmc python pytensor bayesian-inference statistical-analysis variational-inference probabilistic-programming
Created 2009-05-05
10,105 commits to main branch, last one 10 hours ago
pyro-ppl
numpyro pyro-ppl
239
2.2k
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
1,229 commits to master branch, last one a day ago
TuringLang
Turing.jl TuringLang
219
2.0k
mit
49
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
3,390 commits to master branch, last one 7 days ago
JavierAntoran
Bayesian-Neural-Networks JavierAntoran
302
1.8k
mit
27
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 3 days ago
owlbarn
owl owlbarn
124
1.2k
mit
45
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
4,463 commits to main branch, last one about a month 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 3 months ago
avehtari
BDA_py_demos avehtari
300
995
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
134
848
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 27 days 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
393
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 2 months ago
cdslaborg
paramonte cdslaborg
33
271
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
2,111 commits to main branch, last one 11 hours 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
512 commits to master branch, last one 2 months 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
choderalab
openmmtools choderalab
80
250
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
1,735 commits to main branch, last one about a month ago
TuringLang
AdvancedHMC.jl TuringLang
41
242
mit
15
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
hmc mcmc nuts hacktoberfest hamiltonian-monte-carlo
Created 2016-11-02
412 commits to master branch, last one 6 days ago
CompEvol
beast2 CompEvol
84
238
lgpl-2.1
39
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 6 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 8 months ago
matt-graham
mici matt-graham
27
219
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 16 days ago
StanJulia
Stan.jl StanJulia
31
213
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 3 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
1,180 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
1,290 commits to main branch, last one 28 days ago
kazewong
flowMC kazewong
23
199
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 2 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
72
191
lgpl-2.1
47
Bayesian Evolutionary Analysis Sampling Trees
java mcmc beast evolution phylogenetics bayesian-analysis
Created 2015-04-19
13,561 commits to master branch, last one 2 days ago
stephaneguindon
phyml stephaneguindon
61
176
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