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GeezerVison is showing github.com — GitHub - rw435/wreathProdNet

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Attn.py
Attn.py
 
 
README.md
README.md
 
 
Vanilla.py
Vanilla.py
 
 
wreathProdNetAttn.py
wreathProdNetAttn.py
 
 
wreathProdNetVanilla.py
wreathProdNetVanilla.py
 
 

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Wreath Product Net

Model-related code for Equivariant Maps for Hierarchical Structures

Vanilla

Vanilla.py contains the basic equivariant layer, with translation and permutation symmetries. wreathProdNetVanilla.py describes the entire network (residual-style architecture).

Attn

Attn.py contains the augmented equivariant layer, with class-level and geometric attention mechanisms. Note the core layer remains unchanged (and these additions do not affect equivariant properties). wreathProdNetAttn.py describes the entire network (also a residual architecture).

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