exchangeability

There are 1 repository under exchangeability topic.

pglpm / inferno
R-package development for "Bayesian nonparametric inference". In other words, just the direct application of probability theory to get the most general, principled, model-free inference we can have.
bayesian exchangeability nonparametric-density-inference nonparametric-inference population-inference probability-theory r rstats rstats-package statistics
Language:TeX 4
songlab-cal / flinty
A Simple and Flexible Test of Sample Exchangeability with Applications to Statistical Genomics
exchangeability hypothesis-testing genome-analysis non-parametric-statistics bioinformatics
Language:Python 2
aicenter / SumProductSet.jl
Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs
deep-learning generative-model probabilistic-circuits sum-product-networks tree-structured-graphs exchangeability permutation-invariance symmetry finite-point-processes finite-random-sets tractable-inference tractable-queries
Language:Julia 1
mlnpapez / GraphSPN
GraphSPNs: Sum-Product Networks Benefit From Canonical Orderings
deep-learning molecule-generation probabilistic-circuits sum-product-networks graphs molecular-graphs permutation-invariance exchangeability symmetry tractable-inference tractable-queries
Language:Python 0