94 results found Sort:

pyro-ppl
pyro pyro-ppl
986
8.6k
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
2,496 commits to dev branch, last one 18 days ago
MingchaoZhu
DeepLearning MingchaoZhu
1.3k
6.5k
mit
193
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-dev
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
16,820 commits to develop branch, last one 2 days ago
avehtari
BDA_course_Aalto avehtari
556
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
1,651 commits to master branch, last one a day ago
uber
orbit uber
134
1.9k
other
36
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
pyro stan arima orbit pystan python pytorch bayesian forecast regression changepoint forecasting time-series probabilistic bayesian-methods machine-learning regression-models bayesian-statistics exponential-smoothing probabilistic-programming
Created 2020-01-07
927 commits to dev branch, last one 4 months ago
probcomp
Gen.jl probcomp
160
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 16 days ago
arviz-devs
arviz arviz-devs
407
1.6k
apache-2.0
49
Exploratory analysis of Bayesian models with Python
python bayesian closember
Created 2015-07-29
1,569 commits to main branch, last one a day ago
bayesgroup
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
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
gempy-project
gempy gempy-project
234
985
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
2,844 commits to main branch, last one 22 days ago
google
lightweight_mmm google
192
892
apache-2.0
31
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
201 commits to main branch, last one 12 days ago
easystats
report easystats
69
695
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
978 commits to main branch, last one 18 days ago
ericmjl
bayesian-stats-modelling-tutorial ericmjl
280
658
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
easystats
bayestestR easystats
55
576
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
2,991 commits to main branch, last one 12 days 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
ericmjl
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
AmazaspShumik
sklearn-bayes AmazaspShumik
118
514
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
js05212
BayesianDeepLearning-Survey js05212
62
505
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 10 days ago
Harry24k
bayesian-neural-network-pytorch Harry24k
75
497
mit
11
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
wwrechard
pydlm wwrechard
98
478
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 2 months ago
easystats
correlation easystats
56
435
other
17
:link: Methods for Correlation Analysis
r cor gamma matrix robust partial bayesian biserial outliers spearman easystats regression correlation correlations hacktoberfest correlation-analysis partial-correlations bayesian-correlations multilevel-correlations gaussian-graphical-models
Created 2019-02-20
742 commits to main branch, last one 18 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
stan-dev
rstanarm stan-dev
133
389
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 4 months ago
storopoli
Bayesian-Statistics storopoli
54
340
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 25 days ago
quantumjot
btrack quantumjot
49
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 2 months ago
SHI-Yu-Zhe
awesome-agi-cocosci SHI-Yu-Zhe
24
290
cc0-1.0
13
An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.
analogy awesome bayesian planning abduction pragmatics commonsense awesome-list hybrid-system explainable-ai theory-of-mind mind-simulation intuitive-physics logic-programming language-of-thought scientific-discovery general-pattern-theory developmental-psychology artificial-general-intelligence computational-cognitive-science
Created 2020-09-13
1,972 commits to master branch, last one a day ago
elfi-dev
elfi elfi-dev
60
267
bsd-3-clause
20
ELFI - Engine for Likelihood-Free Inference
python bayesian inference simulator statistics likelihood-free bayesian-inference
Created 2016-10-03
750 commits to dev branch, last one 5 months ago
tpapp
DynamicHMC.jl tpapp
21
245
other
18
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
julia bayesian julia-language bayesian-methods bayesian-inference hybrid-monte-carlo bayesian-statistics hamiltonian-monte-carlo
Created 2017-06-08
374 commits to master branch, last one 11 months ago
josejimenezluna
pyGPGO josejimenezluna
62
241
mit
9
Bayesian optimization for Python
bayesian optimization machine-learning
Created 2016-11-23
299 commits to master branch, last one 2 years ago
winstxnhdw
AutoCarROS2 winstxnhdw
45
228
unknown
8
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