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dcmocanu/sparse-evolutionary-artificial-neural-networks

Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, repr…

Owner
dcmocanu (personal account)
Stars
Stars: 264
Forks
Forks: 64
Language
Python
License
MIT
Created
2018
Topics
artificial-neural-networkssparse-neural-networksrestricted-boltzmann-machinemulti-layer-perceptrondeep-learningdeep-neural-networksneuroevolutioncomplex-networksevolutionary-algorithmsrandomization
Tier
Alpha (250 to 699 ★) What this tier means
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