SumProductNetworks.jl
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20 hours ago •
trappmartin
trappmartin
Sum-product networks in Julia.
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This branch aims to implement RAT-SPNs [1] in a Zygote / Flux compatible way. TODO: - [ ] Fix RAT-SPN function - [ ] Fix region-graph data-structures - [ ]...
I should make types immutable by default and add additional mutable types, e.g. `MutableSumNode`. Further, I should sub-type `Distributions.Distribution` instead of my own `SPNNode` type. This way the code would...
enhancement
I should add region graphs, similar to the implementation for BayesianSPNs, at some point to this package. - [ ] Add regions and partitions - [ ] Add atomic regions...
enhancement
Add the implementation of safe semi-supervised learning of SPNs
enhancement