Search Results - RepositoryStats

985

8.6k

apache-2.0

201

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

2,498 commits to dev branch, last one 17 days ago

DeepLearning MingchaoZhu

1.3k

6.6k

mit

192

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

python xgboost bayesian deep-learning regularization machine-learning ensemble-learning

Created 2020-02-27

27 commits to master branch, last one 4 years ago

stan stan-dev

370

2.6k

bsd-3-clause

122

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

16,852 commits to develop branch, last one 8 days ago

BDA_course_Aalto avehtari

558

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 17 days ago

orbit uber

134

1.9k

other

35

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Created 2020-01-07

927 commits to dev branch, last one 5 months ago

Gen.jl probcomp

161

1.8k

apache-2.0

76

A general-purpose probabilistic programming system with programmable inference

gen bayesian robotics deep-learning julia-language computer-vision machine-learning probabilistic-programming differentiable-programming

Created 2018-08-21

1,374 commits to master branch, last one about a month ago

arviz arviz-devs

410

1.6k

apache-2.0

49

Exploratory analysis of Bayesian models with Python

python bayesian closember

Created 2015-07-29

1,573 commits to main branch, last one 22 hours ago

deepbayes-2018 bayesgroup

275

1.0k

unknown

79

Seminars DeepBayes Summer School 2018

bayesian deep-learning variational-inference

Created 2018-08-25

50 commits to master branch, last one 5 years ago

gempy gempy-project

240

1.0k

eupl-1.2

53

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data....

uq torch python geology bayesian implicit modeling geological geoscience interpolation uncertainties uncertainty-analysis monte-carlo-simulation complex-geological-models

Created 2017-07-04

2,847 commits to main branch, last one 15 days ago

BDA_py_demos avehtari

300

1k

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

lightweight_mmm google

197

912

apache-2.0

33

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

mmm bayesian data-science econometrics marketing-science

Created 2022-02-10

202 commits to main branch, last one 12 days ago

report easystats

69

697

other

18

:scroll: :tada: Automated reporting of objects in R

r apa anovas models report rstats reports bayesian describe automatic easystats r-package reporting manuscript scientific statsmodels hacktoberfest automated-report-generation

Created 2019-01-21

987 commits to main branch, last one 4 days ago

bayesian-stats-modelling-tutorial ericmjl

279

659

mit

27

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

bayestestR easystats

55

578

gpl-3.0

20

:ghost: Utilities for analyzing Bayesian models and posterior distributions

r hdi map rope rstats bayesian easystats bayesfactor bayes-factors hacktoberfest credible-interval bayesian-framework posterior-distributions

Created 2019-01-14

3,003 commits to main branch, last one a day ago

BDA_R_demos avehtari

206

568

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 2 months ago

bayesian-analysis-recipes ericmjl

111

554

mit

20

A collection of Bayesian data analysis recipes using PyMC3

bayesian notebook neural-networks bayesian-methods treatment-groups bayesian-analysis bayesian-inference bayesian-statistics bayesian-data-analysis

Created 2017-03-05

121 commits to master branch, last one 3 years ago

sklearn-bayes AmazaspShumik

119

515

mit

33

Python package for Bayesian Machine Learning with scikit-learn API

python bayesian scikit-learn machine-learning bayesian-machine-learning

Created 2015-07-30

550 commits to master branch, last one 3 years ago

BayesianDeepLearning-Survey js05212

61

506

unknown

29

Bayesian Deep Learning: A Survey

bdl arxiv survey bayesian deep-learning neural-networks machine-learning bayesian-deep-learning variational-autoencoders

Created 2019-07-17

169 commits to master branch, last one about a month ago

bayesian-neural-network-pytorch Harry24k

75

503

mit

12

PyTorch implementation of bayesian neural network [torchbnn]

pytorch bayesian deep-learning neural-network

Created 2019-09-04

46 commits to master branch, last one 2 years ago

pydlm wwrechard

98

482

bsd-3-clause

28

A python library for Bayesian time series modeling

dlm model python trends bayesian statistics timeseries seasonality time-series

Created 2016-06-29

387 commits to master branch, last one 3 months ago

correlation easystats

56

437

other

17

:link: Methods for Correlation Analysis

Created 2019-02-20

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

bayesplot stan-dev

84

434

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

1,641 commits to master branch, last one 6 days ago

rstanarm stan-dev

134

388

gpl-3.0

43

rstanarm R package for Bayesian applied regression modeling

r stan rstan bayesian rstanarm r-package bayesian-methods multilevel-models bayesian-inference bayesian-statistics statistical-modeling bayesian-data-analysis

Created 2013-07-16

3,301 commits to master branch, last one 5 months ago

Bayesian-Statistics storopoli

56

344

cc-by-sa-4.0

12

Bayesian statistics graduate course

stan julia course turing bayesian probability bayesian-statistics probabilistic-programming

This repository has been archived (exclude archived)

Created 2022-04-08

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

btrack quantumjot

48

312

mit

11

Bayesian multi-object tracking

btrack bayesian optimization cell-tracking kalman-filter object-tracking tracking-algorithm multi-object-tracking

Created 2017-08-23

1,142 commits to main branch, last one 3 months ago

AutoCarROS2 winstxnhdw

55

307

unknown

10

A virtual simulation platform for autonomous vehicle sensing, mapping, control and behaviour methods using ROS 2 and Gazebo.

ros2 rclpy gazebo rclcpp bayesian raytracing path-planning path-tracking ackermann-vehicle occupancy-grid-map stanley-controller

Created 2021-03-14

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

awesome-agi-cocosci SHI-Yu-Zhe

24

295

cc0-1.0

14

An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.