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bayesian

Here are 769 public repositories matching this topic...

pyro

pyro-ppl / pyro

Deep universal probabilistic programming with Python and PyTorch

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

Updated Oct 2, 2022
Python

MingchaoZhu / DeepLearning

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

Updated Jun 23, 2020
Python

stan-dev / stan

Sponsor

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.

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

Updated Oct 10, 2022
C++

probcomp / Gen.jl

A general-purpose probabilistic programming system with programmable inference

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

Updated Oct 4, 2022
Julia

orbit

uber / orbit

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

Updated Sep 14, 2022
Python

arviz

arviz-devs / arviz

Exploratory analysis of Bayesian models with Python

python bayesian closember

Updated Oct 10, 2022
Python

bayesgroup / deepbayes-2018

Seminars DeepBayes Summer School 2018

deep-learning bayesian variational-inference

Updated Aug 24, 2019
Jupyter Notebook

avehtari / BDA_py_demos

Bayesian Data Analysis demos for Python

python bayesian bayesian-inference stan mcmc bayesian-data-analysis

Updated Dec 16, 2021
Jupyter Notebook

cgre-aachen / gempy

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. It also offers support for stochastic modeling to address parameter and model uncertainties.

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

Updated Oct 4, 2022
Python

ericmjl / bayesian-stats-modelling-tutorial

Sponsor

How to do Bayesian statistical modelling using numpy and PyMC3

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

Updated Jul 11, 2022
Jupyter Notebook

report

easystats / report

Sponsor

📜

🎉 Automated reporting of objects in R

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

Updated Oct 10, 2022
R

ericmjl / bayesian-analysis-recipes

Sponsor

A collection of Bayesian data analysis recipes using PyMC3

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

Updated Jun 13, 2022
Jupyter Notebook

avehtari / BDA_R_demos

Bayesian Data Analysis demos for R

r monte-carlo bayesian bayesian-inference stan mcmc bayesian-data-analysis

Updated Sep 1, 2022
R

bayestestR

easystats / bayestestR

Sponsor

👻 Utilities for analyzing Bayesian models and posterior distributions

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

Updated Oct 5, 2022
R

AmazaspShumik / sklearn-bayes

Python package for Bayesian Machine Learning with scikit-learn API

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

Updated Sep 22, 2021
Jupyter Notebook

wwrechard / pydlm

A python library for Bayesian time series modeling

python statistics timeseries time-series model trends bayesian dlm seasonality

Updated Feb 24, 2021
Python

js05212 / BayesianDeepLearning-Survey

Bayesian Deep Learning: A Survey

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

Updated Oct 5, 2022

stan-dev / bayesplot

Sponsor

bayesplot R package for plotting Bayesian models

visualization ggplot2 pandoc bayesian stan r-package statistical-graphics mcmc

Updated Aug 4, 2022
R

uncomplicate / bayadera

High-performance Bayesian Data Analysis on the GPU in Clojure

machine-learning clojure statistics gpu opencl cuda clojure-library high-performance-computing gpu-acceleration bayesian gpu-computing bayesian-inference mcmc bayesian-data-analysis markov-chain-monte-carlo

Updated Sep 10, 2020
Clojure

correlation

easystats / correlation

Sponsor

🔗 Methods for Correlation Analysis

Updated Oct 9, 2022
R

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