/
gliam.txt
30 lines (14 loc) · 1.13 KB
/
gliam.txt
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gliam
=====
Extension of glim to work with abstract data. Inverts an equivalent glam.
Inputs an Adjacency matrix and a Feature vector, and returns the updated Feature vector
Arguments
* **gs**: The gs Number of Nodes of the Graph (Graph Size)
* **param**: The Number of Features for each node in the Feature Vector
* **a**: Size of the abstraction, think of this as the size of a second batch simension
* **iterations=1**: repeat the Actions of this Layer iterations time
* **alinearity=[-1.0,1.0]**: activation of this Layer, explained better in glm
* **kernel_initializer="glorot_uniform"**: Initializer of this Layer
* **self_initializer=None**: Instead of using kernel_initializer, this can be used to specify an initializer just for the self interaction of this Layer. Has preference over kernel_initializer.
* **neig_initializer=None**: Instead of using kernel_initializer, this can be used to specify an initializer just for the neighbour interaction of this Layer. Has preference over kernel_initializer
* **learnable=True**: weather this Layer has learnable Variables (self and neighbour interaction). Useful for debugging sometimes