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Eigenlearning Alternatives
Similar projects and alternatives to eigenlearning based on common topics and language
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first-order-model
This repository contains the source code for the paper First Order Motion Model for Image Animation
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better eigenlearning alternative or higher similarity.
eigenlearning reviews and mentions
Posts with mentions or reviews of eigenlearning.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-01-08.
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Neural Architecture Search (NAS) [D]
In addition to using a validation set, there is research w.r.t. the neural tangent kernel which claims that metrics correlated to both training speed and generalization can be computed from the NTK. This would then remove/reduce the need for training as one can substitute it with computing the NTK. I don’t have a complete list of references, but here is one example and another where they have applied NTK (and number of linear regions) to NAS.
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[R] Neural Tangent Kernel Eigenvalues Accurately Predict Generalization
Code for https://arxiv.org/abs/2110.03922 found: https://github.com/james-simon/eigenlearning
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www.influxdata.com | 5 May 2024
Stats
Basic eigenlearning repo stats
5
49
3.3
about 1 year ago
The primary programming language of eigenlearning is Jupyter Notebook.
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