Awesome Open Source

Programming Languages

Search results for bayesian mcmc

125 search results found

Bda_py_demos ⭐ 851

Bayesian Data Analysis demos for Python

Bayespy ⭐ 666

Bayesian Python: Bayesian inference tools for Python

Dbda Python ⭐ 543

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

Bda_r_demos ⭐ 538

Bayesian Data Analysis demos for R

Bayesplot ⭐ 402

bayesplot R package for plotting Bayesian models

Scipy2014_tutorial ⭐ 281

Tutorial: Bayesian Statistical Analysis in Python

Mamba.jl ⭐ 228

Markov chain Monte Carlo (MCMC) for Bayesian analysis in julia

Bayesian Evolutionary Analysis by Sampling Trees

Bayes_computing_course ⭐ 208

Probabilistic Models ⭐ 196

Collection of probabilistic models and inference algorithms

A Bayesian Analysis Toolkit in Julia

Shinystan ⭐ 181

shinystan R package and ShinyStan GUI

Beast Mcmc ⭐ 166

Bayesian Evolutionary Analysis Sampling Trees

Posterior ⭐ 155

The posterior R package

Gpstuff ⭐ 144

GPstuff - Gaussian process models for Bayesian analysis

Bayesian estimation supersedes the t test

Bayeslearncourse ⭐ 133

Bayesian Learning course at Stockholm University

Advance Bayesian Modelling With Pymc3 ⭐ 133

Cmdstanr ⭐ 126

CmdStanR: the R interface to CmdStan

Pythonmcmc ⭐ 119

A list of Python-based MCMC & ABC packages

Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference

Bayesiantools ⭐ 103

General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics

Bayesiantutorials ⭐ 100

Implementing MCMC sampling from scratch in R for various Bayesian models

Awesome Bayes ⭐ 98

List of resources for bayesian inference

A Bayesian testing framework written in Python.

Mcmc_pydata_london_2019 ⭐ 75

PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3

Geophysical Bayesian Inference in Python. Docs:

Bayesian Basics ⭐ 61

🚫 ↩️ A document that introduces Bayesian data analysis.

Binary.com Interview Question ⭐ 57

次元期权应征面试题范例。

Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning

Dirichletprocess ⭐ 53

Build dirichletprocess objects for data analysis

Bayesian MCMC matrix factorization algorithm

Hierarchical meta-d' model

MCMC package for Bayesian data analysis

Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python

A Python package for Bayesian A/B Testing

Bda_m_demos ⭐ 42

Bayesian Data Analysis demos for Matlab/Octave

Bali Phy ⭐ 42

Bayesian co-estimation of phylogenies and multiple alignments via MCMC

BAS R package https://merliseclyde.github.io/BAS/

Bayesian Generalized Linear Models with Time-Varying Coefficients

Spatialreg ⭐ 40

spatialreg: spatial models estimation and testing

An alternative to MCMC for rapid analysis of models

Distributed Bayesian Entity Resolution in Apache Spark

Bayesian Inference of State Space Models

Dynamichmcexamples.jl ⭐ 37

Examples for Bayesian inference using DynamicHMC.jl and related packages.

Carma_pack ⭐ 36

MCMC Sampler for Performing Bayesian Inference on Continuous Time Autoregressive Models.

Bayesian Cost Effectiveness Analysis. Given the results of a Bayesian model (possibly based on MCMC) in the form of simulations from the posterior distributions of suitable variables of costs and clinical benefits for two or more interventions, produces a health economic evaluation. Compares one of the interventions (the "reference") to the others ("comparators"). Produces many summary and plots to analyse the results

Bayesian Hmm ⭐ 35

A non-parametric Bayesian approach to Hidden Markov Models

Logdensityproblems.jl ⭐ 34

A common framework for implementing and using log densities for inference.

Bayes Skopt ⭐ 32

A fully Bayesian implementation of sequential model-based optimization

Cmdstan.jl ⭐ 32

CmdStan.jl v6 provides an alternative, older Julia wrapper to Stan's `cmdstan` executable. CmdStan will be deprecated in 2022.

Implementation of Stochastic Gradient MCMC algorithms

Bayes Seg ⭐ 30

Java code from the 2008 EMNLP paper "Bayesian Unsupervised Topic Segmentation" by Eisenstein and Barzilay

Bvartools ⭐ 27

Functions for Bayesian inference of vector autoregressive and vector error correction models

Bayeshmm ⭐ 26

Full Bayesian Inference for Hidden Markov Models

Inference Tools ⭐ 26

Python tools for Bayesian data analysis

Bayesian_tutorial ⭐ 25

Tutorial on Bayesian phylogenetic analysis

Covidestim ⭐ 25

Bayesian nowcasting with adjustment for delayed and incomplete reporting to estimate COVID-19 infections in the United States

Computational_statistics ⭐ 25

Course materials for Computational Statistics, PhD course at EMAp.

Python_for_bayes ⭐ 23

「Pythonによるベイズ統計学入門」の正誤表とPythonコード

Bayhunter ⭐ 23

McMC transdimensional Bayesian inversion of surface wave dispersion and receiver functions

Rhat_ess ⭐ 22

Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC

Go Topics ⭐ 22

Latent Dirichlet Allocation

Matlab Bayesian Estimation ⭐ 21

Matlab Toolbox for Bayesian Estimation

Bayesian_workshop ⭐ 21

Material for a Bayesian statistics workshop

Multibugs ⭐ 20

Multi-core BUGS for fast Bayesian inference of large hierarchical models

Posteriorplots.jl ⭐ 20

Graphical tools for Bayesian inference and posterior predictive checks.

Hawkesprocesses.jl ⭐ 20

MCMC Inference for a Hawkes process in Julia

A Bayesian latent tree model of high-dimensional heterogeneous data

Enviro_mod_notes ⭐ 15

Introductory notes on environmental modelling and statistics

An R package for NUTS sampling using ADMB

Bayesian Inference with Markov Chain Monte Carlo in Clojure

Laplacesdemon ⭐ 13

A complete environment for Bayesian inference within R

Dirichlet-Multinomial Bayesian Variable Selection

Bayesian model averaging of an objective function over a model class using advanced MCMC techniques.

Bayesianml Mcmc ⭐ 11

Bayesian Model Inference using MCMC

Bayes_course_july2020 ⭐ 11

Course materials for short course on Bayesian computation

Meshed GP for Bayesian spatial big data regression

Whale.jl ⭐ 10

Bayesian gene tree reconciliation and WGD inference using amalgamated likelihood estimation

Manifold Mcmc For Diffusions ⭐ 10

Code accompanying the paper 'Manifold MCMC methods for Bayesian inference in a wide class of diffusion models'

BFAST3D: Bayesian Fast Accurate Spatial Tricks in 3D. For fMRI analysis.

Framework for conducting Bayesian analyses

Bayesian neural networks using Numpy and Scipy

Geometricmcmc.jl ⭐ 9

Geometric MCMC algorithms and zero-variance (ZV) Monte Carlo Bayesian routines

Bayes Hier ⭐ 9

MATLAB MCMC for Bayesian hierarchical inversion

Bayesian Modeling ⭐ 9

Case studies with Bayesian methods

Girth_mcmc ⭐ 9

Bayesian IRT submodule for GIRTH

Jaggernaut ⭐ 8

An R package to perform Bayesian analyses using JAGS (Just Another Gibbs Sampler).

Bayesian2afc ⭐ 8

Vincent, B. T. (2015) A tutorial on Bayesian models of Perception, Journal of Mathematical Psychology.

Variational Reformulation Of Inverse Problems ⭐ 8

Code accompanying the paper: Variational Reformulation of Bayesian Inverse Problems, by. Tsilifis P., Bilionis I., Katsounaros I. and Zabaras N.

Bayesian Methods For Machine Learning ⭐ 8

Bayesian Methods for Machine Learning

Mcmc Estimation Of Stochastic Differential Equations Papers ⭐ 8

A list (quite disorganized for now) of papers tackling the Bayesian estimation of Ito processes (and their discrete time version)

Latent Dirichlet Allocation via collapsed Gibbs sampling.

Bayesian Logistic Regression with Hyper-LASSO priors

Scalable Variational Bayesian Factorization Machine ⭐ 8

Scalable Variational Bayesian inference algorithm for FM is developed which converges faster than the existing state-of-the-art MCMC based inference algorithm. Additionally, a stochastic variational Bayesian algorithm for FM is introduced for large scale learning which utilizes SGD.

Speedyfit ⭐ 7

Python package to fit single and binary photometric SEDs. Automatically pull archive photometry from the main surveys and use Bayesian inference to derive atmospheric parameters.

Bayesgarch ⭐ 7

Bayesian Estimation of the GARCH(1,1) Model with Student-t Innovations

Shinybrms ⭐ 7

An R package providing a GUI ('shiny' app) for the R package 'brms'.

Related Searches

Python Bayesian (1,114)

R Bayesian (656)

Jupyter Notebook Bayesian (598)

Python Mcmc (304)

Network Bayesian (290)

Python Bayesian Inference (264)

Matlab Bayesian (263)

C Plus Plus Bayesian (230)

Machine Learning Bayesian (195)

1-100 of 125 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.