NestedSamplers.jlImplementations of single and multi-ellipsoid nested sampling
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cpnestParallel nested sampling
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Mutual labels: bayesian-inference, nested-sampling
anestheticNested Sampling post-processing and plotting
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Mutual labels: bayesian-inference, nested-sampling
nessainessai: Nested Sampling with Artificial Intelligence
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Mutual labels: bayesian-inference, nested-sampling
McmcCollection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.
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Mutual labels: bayesian-inference
ZhusuanA probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
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Mutual labels: bayesian-inference
Beast2Bayesian Evolutionary Analysis by Sampling Trees
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StatsexpressionsExpressions and dataframes with statistical details 📉 📜🔣✅
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approxposteriorA Python package for approximate Bayesian inference and optimization using Gaussian processes
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statsrCompanion package for the Coursera Statistics with R specialization
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Mutual labels: bayesian-inference
DynestyDynamic Nested Sampling package for computing Bayesian posteriors and evidences
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Mutual labels: bayesian-inference
Shinystanshinystan R package and ShinyStan GUI
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Mutual labels: bayesian-inference
Master Thesis BayesiancnnMaster Thesis on Bayesian Convolutional Neural Network using Variational Inference
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Mutual labels: bayesian-inference
SbiSimulation-based inference in PyTorch
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TemporalGPs.jlFast inference for Gaussian processes in problems involving time. Partly built on results from https://proceedings.mlr.press/v161/tebbutt21a.html
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Mutual labels: bayesian-inference
ElfiELFI - Engine for Likelihood-Free Inference
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Soss.jlProbabilistic programming via source rewriting
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BayesianrecurrentnnImplementation of Bayesian Recurrent Neural Networks by Fortunato et. al
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StanStan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
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Mutual labels: bayesian-inference