wagenaartje/neataptic
:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js
Supports dynamic network architectures with removable neurons and synapses, plus six pre-built network types (LSTM, GRU, Perceptron) alongside layer-based and neuron-by-neuron composition. Implements the Instinct neuro-evolution algorithm with multi-threaded evolution and backpropagation claiming 5x+ performance gains over competitors. Runs identically in browser and Node.js environments for both supervised and unsupervised learning tasks.
1,220 stars and 3,087 monthly downloads. No commits in the last 6 months. Available on npm.
Stars
1,220
Forks
291
Language
JavaScript
License
—
Category
Last pushed
Aug 01, 2019
Monthly downloads
3,087
Commits (30d)
0
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