Search Results - RepositoryStats

3.8k

16.0k

gpl-3.0

459

Machine learning, in numpy

knn vae lstm mfcc resnet wavenet wgan-gp word2vec attention topic-modeling neural-networks machine-learning gradient-boosting bayesian-inference gaussian-processes hidden-markov-models good-turing-smoothing reinforcement-learning gaussian-mixture-models

Created 2019-04-06

348 commits to master branch, last one 3 years ago

pymc pymc-devs

2.1k

8.9k

other

224

Bayesian Modeling and Probabilistic Programming in Python

mcmc python pytensor bayesian-inference statistical-analysis variational-inference probabilistic-programming

Created 2009-05-05

10,229 commits to main branch, last one 6 days ago

pyro pyro-ppl

985

8.7k

apache-2.0

200

Deep universal probabilistic programming with Python and PyTorch

python pytorch bayesian deep-learning machine-learning bayesian-inference variational-inference probabilistic-modeling probabilistic-programming

Created 2017-06-16

2,504 commits to dev branch, last one 18 days ago

stan stan-dev

377

2.6k

bsd-3-clause

121

Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

stan bayesian bayesian-methods bayesian-inference bayesian-statistics bayesian-data-analysis

Created 2013-02-06

16,961 commits to develop branch, last one 2 days ago

numpyro pyro-ppl

250

2.4k

apache-2.0

50

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

1,303 commits to master branch, last one 3 days ago

neural-tangents google

229

2.3k

apache-2.0

61

Fast and Easy Infinite Neural Networks in Python

jax kernel deep-networks gradient-flow neural-networks neural-tangents gradient-descent bayesian-networks infinite-networks training-dynamics bayesian-inference gaussian-processes kernel-computation

Created 2019-04-08

650 commits to main branch, last one about a year ago

causalnex mckinsey

261

2.3k

other

50

A Python library that helps data scientists to infer causation rather than observing correlation.

causalnex data-science causal-models causal-networks causal-inference machine-learning bayesian-networks bayesian-inference

Created 2019-12-12

226 commits to develop branch, last one about a year ago

zhusuan thu-ml

419

2.2k

mit

143

A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow

deep-learning graphical-models generative-models bayesian-inference probabilistic-programming

Created 2016-07-18

439 commits to master branch, last one 5 years ago

BDA_course_Aalto avehtari

559

2.2k

unknown

66

Bayesian Data Analysis course at Aalto

bayes bayesian bayesian-methods bayesian-workflow bayesian-inference bayesian-data-analysis

Created 2018-09-07

1,663 commits to master branch, last one 3 months ago

Turing.jl TuringLang

225

2.1k

mit

51

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

3,421 commits to main branch, last one 3 days ago

pymc-resources pymc-devs

749

2.0k

mit

65

PyMC educational resources

data-science data-analysis bayesian-inference bayesian-statistics

Created 2017-11-13

411 commits to main branch, last one 3 months ago

Bayesian-Neural-Networks JavierAntoran

305

1.9k

mit

29

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Created 2019-03-11

86 commits to master branch, last one about a year ago

infer dotnet

230

1.6k

mit

98

Infer.NET is a framework for running Bayesian inference in graphical models

machine-learning bayesian-inference

Created 2018-09-14

478 commits to main branch, last one 11 days ago

awesome-normalizing-flows janosh

128

1.5k

mit

44

Awesome resources on normalizing flows.

awesome-list autoregressive machine-learning normalizing-flows bayesian-inference density-estimation generative-modeling variational-inference bayesian-neural-networks

Created 2019-12-11

111 commits to main branch, last one about a month ago

PyTorch-BayesianCNN kumar-shridhar

329

1.5k

mit

29

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

bayes python pytorch pytorch-cnn bayesian-network bayes-by-backprop bayesian-convnets bayesian-networks image-recognition variational-bayes bayesian-inference bayesian-statistics variational-inference bayesian-deep-learning aleatoric-uncertainties bayesian-neural-networks convolutional-neural-networks

Created 2018-07-27

308 commits to master branch, last one 4 years ago

brms paul-buerkner

193

1.3k

gpl-2.0

38

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

brms stan r-package multilevel-models bayesian-inference statistical-models

Created 2015-06-17

5,586 commits to master branch, last one 4 days ago

probabilistic_robotics pptacher

379

1.3k

mit

51

solution of exercises of the book "probabilistic robotics"

Created 2018-05-10

233 commits to master branch, last one about a year ago

bambi bambinos

134

1.1k

mit

28

BAyesian Model-Building Interface (Bambi) in Python.

python regression-models bayesian-inference bayesian-statistics statistical-analysis statistical-modeling

Created 2016-05-16

838 commits to main branch, last one about a month ago

pbdl-book tum-pbs

170

1.1k

unknown

28

Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition

fluids pde-solvers deep-learning machine-learning bayesian-inference probabilistic-models numerical-simulations artificial-intelligence spatio-temporal-prediction

Created 2021-01-04

392 commits to main branch, last one 6 days ago

rstan stan-dev

267

1.1k

unknown

70

RStan, the R interface to Stan

r mcmc stan r-package bayesian-inference bayesian-statistics bayesian-data-analysis

Created 2013-05-22

3,949 commits to develop branch, last one 2 days ago

BDA_py_demos avehtari

301

1.0k

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 3 years ago

notes brylevkirill

237

916

unknown

74

Learn about Machine Learning and Artificial Intelligence

reasoning deep-learning knowledge-graph causal-inference machine-learning bayesian-inference question-answering recommender-systems information-retrieval reinforcement-learning artificial-intelligence knowledge-representation probabilistic-programming natural-language-processing

Created 2016-04-22

181 commits to master branch, last one 3 years ago

fortuna awslabs

48

906

apache-2.0

11

A Library for Uncertainty Quantification.

ai ml jax flax calibration uncertainty deep-learning neural-networks machine-learning model-calibration bayesian-inference conformal-prediction uncertainty-estimation uncertainty-calibration uncertainty-quantification

Created 2022-11-17

243 commits to main branch, last one 14 days ago

blackjax blackjax-devs

110

891

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

530 commits to main branch, last one about a month ago

DSGE.jl FRBNY-DSGE

230

883

bsd-3-clause

61

Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

dsge economics macroeconomics dynamical-systems bayesian-inference statistical-models

Created 2015-11-25

7,322 commits to main branch, last one 12 days ago

DBDA-python JWarmenhoven

262

677

mit

28

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

bayesian-stats-modelling-tutorial ericmjl

279

663

mit

26

How to do Bayesian statistical modelling using numpy and PyMC3

pymc bayesian bayesian-inference bayesian-statistics bayesian-data-science bayesian-data-analysis

Created 2018-02-01

262 commits to master branch, last one 2 years ago

sbi sbi-dev

180

661

apache-2.0

21

sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has you...

pytorch machine-learning bayesian-inference parameter-estimation likelihood-free-inference simulation-based-inference

Created 2020-02-11

1,345 commits to main branch, last one 2 days ago

BDA_R_demos avehtari

205

572

bsd-3-clause

36

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 5 months ago

bayesian-torch IntelLabs

77

571

bsd-3-clause

17

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

pytorch deep-learning bayesian-layers bayesian-inference deep-neural-networks bayesian-deep-learning uncertainty-estimation bayesian-neural-networks uncertainty-quantification uncertainty-neural-networks stochastic-variational-inference

Created 2020-12-17

143 commits to main branch, last one about a month ago