GlomImpl Alternatives
Similar projects and alternatives to GlomImpl
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GLOM-Pytorch
An unofficial Pytorch implementation of the idea proposed in 'How to represent part-whole hierarchies in a neural network' by Hinton
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GlomImpl discussion
GlomImpl reviews and mentions
Posts with mentions or reviews of GlomImpl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-03-03.
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[P] GLOM - How to represent part-whole hierarchies in a neural network (PyTorch implementation for text)
There are separate projections for top-down and bottum-up for each level, this is implemented here: https://github.com/ArneBinder/GlomImpl/blob/4e3c23002bfdeade3f9ebce39bf539d2d471cc63/src/models/glom/modeling_glom.py#L425-L430 Maybe the description in the Readme is a bit misleading, but it was written as a kind of How-To to myself for transposing ALBERT to GLOM. But, in fact, this should be semantically the same, i.e. when restricting the projection in the described way that should be the same as having individual projections. Doing it in one step might save some resources, but it was late in the night when I wrote the code and it is still a TODO ;)
- [R] New Geoffrey Hinton paper on "How to represent part-whole hierarchies in a neural network"
Stats
Basic GlomImpl repo stats
4
11
0.0
over 3 years ago
The primary programming language of GlomImpl is Python.
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