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Search results for bayesian mcmc
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87 search results found
Bayespy
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666
Bayesian Python: Bayesian inference tools for Python
Bda_r_demos
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538
Bayesian Data Analysis demos for R
Scipy2014_tutorial
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281
Tutorial: Bayesian Statistical Analysis in Python
Mamba.jl
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228
Markov chain Monte Carlo (MCMC) for Bayesian analysis in julia
Bayes_computing_course
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208
Probabilistic Models
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196
Collection of probabilistic models and inference algorithms
Bat.jl
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185
A Bayesian Analysis Toolkit in Julia
Shinystan
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181
shinystan R package and ShinyStan GUI
Gpstuff
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144
GPstuff  Gaussian process models for Bayesian analysis
Best
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141
Bayesian estimation supersedes the t test
Bayeslearncourse
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133
Bayesian Learning course at Stockholm University
Cmdstanr
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126
CmdStanR: the R interface to CmdStan
Bayesiantools
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103
GeneralPurpose MCMC and SMC Samplers and Tools for Bayesian Statistics
Bayesiantutorials
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100
Implementing MCMC sampling from scratch in R for various Bayesian models
Awesome Bayes
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98
List of resources for bayesian inference
Kcbo
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94
A Bayesian testing framework written in Python.
Mcmc_pydata_london_2019
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75
PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3
Bayesian Basics
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61
🚫 ↩️ A document that introduces Bayesian data analysis.
Binary.com Interview Question
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57
次元期权应征面试题范例。
Csgmcmc
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54
Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning
Dirichletprocess
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53
Build dirichletprocess objects for data analysis
Cogaps
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53
Bayesian MCMC matrix factorization algorithm
Hmeta D
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48
Hierarchical metad' model
Bmcmc
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45
MCMC package for Bayesian data analysis
Bdapy
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45
Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python
Bali Phy
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42
Bayesian coestimation of phylogenies and multiple alignments via MCMC
Bas
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41
BAS R package https://merliseclyde.github.io/BAS/
Spatialreg
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40
spatialreg: spatial models estimation and testing
Walker
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40
Bayesian Generalized Linear Models with TimeVarying Coefficients
Prism
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38
An alternative to MCMC for rapid analysis of models
Dynamichmcexamples.jl
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37
Examples for Bayesian inference using DynamicHMC.jl and related packages.
Carma_pack
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36
MCMC Sampler for Performing Bayesian Inference on Continuous Time Autoregressive Models.
Bayesian Hmm
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35
A nonparametric Bayesian approach to Hidden Markov Models
Logdensityproblems.jl
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34
A common framework for implementing and using log densities for inference.
Bayes Skopt
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32
A fully Bayesian implementation of sequential modelbased optimization
Cmdstan.jl
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32
CmdStan.jl v6 provides an alternative, older Julia wrapper to Stan's `cmdstan` executable. CmdStan will be deprecated in 2022.
Bayes Seg
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30
Java code from the 2008 EMNLP paper "Bayesian Unsupervised Topic Segmentation" by Eisenstein and Barzilay
Tmbstan
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27
Inference Tools
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26
Python tools for Bayesian data analysis
Bayeshmm
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26
Full Bayesian Inference for Hidden Markov Models
Bayesian_tutorial
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25
Tutorial on Bayesian phylogenetic analysis
Computational_statistics
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25
Course materials for Computational Statistics, PhD course at EMAp.
Bayhunter
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23
McMC transdimensional Bayesian inversion of surface wave dispersion and receiver functions
Python_for_bayes
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23
「Pythonによるベイズ統計学入門」の正誤表とPythonコード
Bayesian_workshop
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21
Material for a Bayesian statistics workshop
Matlab Bayesian Estimation
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21
Matlab Toolbox for Bayesian Estimation
Posteriorplots.jl
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20
Graphical tools for Bayesian inference and posterior predictive checks.
Treecat
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15
A Bayesian latent tree model of highdimensional heterogeneous data
Enviro_mod_notes
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15
Introductory notes on environmental modelling and statistics
Adnuts
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14
An R package for NUTS sampling using ADMB
Dmbvs
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13
DirichletMultinomial Bayesian Variable Selection
Laplacesdemon
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13
A complete environment for Bayesian inference within R
Samcnet
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12
Bayesian model averaging of an objective function over a model class using advanced MCMC techniques.
Pymcmc
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12
Python MCMC
Meshed
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11
Meshed GP for Bayesian spatial big data regression
Bayesianml Mcmc
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11
Bayesian Model Inference using MCMC
Bayes_course_july2020
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11
Course materials for short course on Bayesian computation
Bfast3d
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10
BFAST3D: Bayesian Fast Accurate Spatial Tricks in 3D. For fMRI analysis.
Bfw
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10
Framework for conducting Bayesian analyses
Npbnn
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10
Bayesian neural networks using Numpy and Scipy
Manifold Mcmc For Diffusions
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10
Code accompanying the paper 'Manifold MCMC methods for Bayesian inference in a wide class of diffusion models'
Bayesian Modeling
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9
Case studies with Bayesian methods
Geometricmcmc.jl
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9
Geometric MCMC algorithms and zerovariance (ZV) Monte Carlo Bayesian routines
Bayes Hier
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9
MATLAB MCMC for Bayesian hierarchical inversion
Girth_mcmc
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9
Bayesian IRT submodule for GIRTH
Mcmc Estimation Of Stochastic Differential Equations Papers
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8
A list (quite disorganized for now) of papers tackling the Bayesian estimation of Ito processes (and their discrete time version)
Variational Reformulation Of Inverse Problems
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8
Code accompanying the paper: Variational Reformulation of Bayesian Inverse Problems, by. Tsilifis P., Bilionis I., Katsounaros I. and Zabaras N.
Bayesian2afc
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8
Vincent, B. T. (2015) A tutorial on Bayesian models of Perception, Journal of Mathematical Psychology.
Bayesian Methods For Machine Learning
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8
Bayesian Methods for Machine Learning
Bayesgarch
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7
Bayesian Estimation of the GARCH(1,1) Model with Studentt Innovations
Bayesian Statistics
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7
Course material for Bayesian and Modern Statistics, STA601, Duke University, Spring 2015.
Lander Stan Class 2023
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7
Materials for Bayes/Stan workshop using CmdStanR
Sbm
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6
Bayesian estimation of the latent dimension and communities in stochastic blockmodels
Bnpmix.java
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6
Bayesian Nonparametric Mixture Models in Java
Pymc
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6
http://pymc.googlecode.com/svn/trunk
Mcmc Denoising
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6
Bayesian image denoising in C++ and Python
Mcmc_fnn_timeseries
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6
Bayesian Neural Network for Time Series Prediction
Structmcmc
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6
A set of tools for performing structural inference for Bayesian Networks using MCMC in R
Hsstan
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5
An R package for biomarker discovery using Bayesian models implemented in Stan
Probabilistic Matrix Factorization
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5
Confidence
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5
Use experiments, modeling, and simulation to determine if perceptual confidence emerges from Bayesian or heuristic computations. 🧠
Revdbayes
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5
RatioofUniforms Sampling for Bayesian Extreme Value Analysis
Pybeam
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5
PyBEAM: A Bayesian approach to parameter inference for a wide class of binary evidence accumulation models
Laplacesdemon
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5
A complete environment for Bayesian inference within R
Pymc Advi Hmc Demo
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5
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
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