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Search results for bayesian inference mcmc
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53 search results found
Pymc
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8,528
Bayesian Modeling and Probabilistic Programming in Python
Bayesian Neural Networks
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1,633
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KFLaplace, SGHMC and more
Rstan
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983
RStan, the R interface to Stan
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
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
Nimble
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142
The base NIMBLE package for R
Paramonte
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112
ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.
Awesome Bayes
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98
List of resources for bayesian inference
Uqtk
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62
Sandia Uncertainty Quantification Toolkit
Bayesian Basics
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61
🚫 ↩️ A document that introduces Bayesian data analysis.
Turingglm.jl
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59
Bayesian Generalized Linear models using `@formula` syntax.
Pyautofit
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54
PyAutoFit: Classy Probabilistic Programming
Cogaps
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53
Bayesian MCMC matrix factorization algorithm
Dirichletprocess
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53
Build dirichletprocess objects for data analysis
Anesthetic
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53
Nested Sampling postprocessing and plotting
Smc.jl
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52
Sequential Monte Carlo algorithm for approximation of posterior distributions.
Bdapy
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45
Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python
Bas
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41
BAS R package https://merliseclyde.github.io/BAS/
Pocomc
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39
pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation
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.
Logdensityproblems.jl
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34
A common framework for implementing and using log densities for inference.
Bbsbayes
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30
An R Package for Hierarchical Bayesian Analysis of North American Breeding Bird Survey Data
Tmbstan
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27
Bayeshmm
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26
Full Bayesian Inference for Hidden Markov Models
Blangsdk
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22
Blang's software development kit
Bayesian_workshop
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21
Material for a Bayesian statistics workshop
Posteriorplots.jl
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20
Graphical tools for Bayesian inference and posterior predictive checks.
Bayesian Neural Networks Reading List
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16
A primer on Bayesian Neural Networks. The aim of this reading list is to facilitate the entry of new researchers into the field of Bayesian Deep Learning, by providing an overview of key papers. More details: "A Primer on Bayesian Neural Networks: Review and Debates"
3dmmdepthfitting
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15
Efficient 3D Morphable Model Face Fitting using Depth Sensing Technologies
Laplacesdemon
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13
A complete environment for Bayesian inference within R
Bnpmix.jl
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11
Bayesian Nonparametric Mixture Models in Julia
Bayesian Cr Workshop
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10
Material for a workshop on Bayesian analysis of capturerecapture data with hidden Markov models and Nimble
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'
Theonlinemcmc
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9
The Online MCMC
Bayesian Modeling
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9
Case studies with Bayesian methods
Autoemcee
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8
Run MCMC automatically to convergence
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)
Bayesian Methods For Machine Learning
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8
Bayesian Methods for Machine Learning
Probabilistic Programming Packages
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6
Trying out different probabilistic programming packages on the same statistical model
Bnpmix.java
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6
Bayesian Nonparametric Mixture Models in Java
Pycbc Inference Paper
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6
Data Release associated with the PyCBC Inference paper. This includes posterior samples for GW150914, LVT151012, and GW151226 along with configuration files and run scripts,
Manifold_lifting
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6
Accompanying code for 'Manifold lifting: scaling MCMC to the vanishing noise regime'
Mortality Statsmodel
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5
Mortality using bayesian hierarchical modelling
Exchanger
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5
Bayesian Entity Resolution with Exchangeable Random Partition Priors
Chempymulti
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5
MultiStar Bayesian Inference with Chempy: Start with the Tutorial
Laplacesdemon
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5
A complete environment for Bayesian inference within R
Epiilmct
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5
Continuous Time DistanceBased and NetworkBased Individual Level Models for Epidemics
Pymc Advi Hmc Demo
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5
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
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153 of 53 search results
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