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GitHub topics: permutation-invariance

mlnpapez/PGC

Probabilistic Graph Circuits: Deep Generative Models for Tractable Probabilistic Inference over Graphs

Language: Python - Size: 3.51 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

zichunhao/lgn-autoencoder

Lorentz group equivariant autoencoders based on Lorentz Group Network

Language: Python - Size: 6.12 MB - Last synced at: about 23 hours ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 3

mlnpapez/GraphSPN

GraphSPNs: Sum-Product Networks Benefit From Canonical Orderings

Language: Python - Size: 1.14 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

aicenter/SumProductSet.jl

Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs

Language: Julia - Size: 781 KB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

tjuHaoXiaotian/pymarl3

We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enhanced algorithm achieves 100% win rates on SMAC-V1 and superior performance on SMAC-V2.

Language: Python - Size: 2.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 82 - Forks: 8

navid-naderi/PSWE

Implementation of Pooling by Sliced-Wasserstein Embedding (NeurIPS 2021)

Language: Python - Size: 14.6 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

zichunhao/gnn-jet-autoencoder

Graph neural network autoencoders for jets in HEP

Language: Python - Size: 635 KB - Last synced at: 20 days ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0