Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
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Updated
Jun 28, 2024 - Jupyter Notebook
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
Curated list of Python resources for data science.
CmdStanR: the R interface to CmdStan
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
priorsense: an R package for prior diagnostics and sensitivity
Lehrmaterial zur Einführung in die Bayes-Statistik
Projection predictive variable selection
Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.
Bayesian A/B testing
Project building ML & DL models to detect spam messages.
Bayesian inference from binary causal models
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Jupyter notebooks about Programming, Statistics and Math
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