permutation-invariance

There are 0 repository under permutation-invariance topic.

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.
multiagent-reinforcement-learning starcraft2 starcraft2-ai permutation permutation-equivariant permutation-invariance permutation-invariant permutation-equivariance
Language:Python 123
zichunhao / lgn-autoencoder
Lorentz group equivariant autoencoders based on Lorentz Group Network
autoencoder equivariance physics lorentz-group-network deep-neural-networks lorentz-transformations anomaly-detection unsupervised-learning graph-neural-networks message-passing-neural-network permutation-invariance high-energy-physics particle-physics
Language:Python 10
navid-naderi / PSWE
Implementation of Pooling by Sliced-Wasserstein Embedding (NeurIPS 2021)
feature-aggregation optimal-transport permutation-invariance pooling representation-learning set-learning
Language:Python 8
aicenter / SumProductSet.jl
Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs
deep-learning exchangeability finite-point-processes finite-random-sets generative-model permutation-invariance probabilistic-circuits sum-product-networks symmetry tractable-inference tractable-queries tree-structured-graphs
Language:Julia 1
zichunhao / gnn-jet-autoencoder
Graph neural network autoencoders for jets in HEP
anomaly-detection autoencoder compression graph-neural-network graph-neural-networks machine-learning message-passing-neural-network particle-physics pytorch deep-learning high-energy-physics permutation-equivariant permutation-invariance
Language:Python 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