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Synaptic.js
Overview :
Synaptic is an open-source JavaScript neural network library that provides fundamental building blocks like neurons, networks, trainers, and network construction tools. It enables the creation and training of various neural network types, including perceptrons, long short-term memory networks (LSTM), liquid state machines, and Hopfield networks. Synaptic also includes example projects and demos to aid users in learning and utilizing neural networks.
Target Users :
Synaptic can be used to build and train various types of neural networks, suitable for data processing, pattern recognition, and predictive analysis.
Use Cases
Build a perceptron with Synaptic for image classification
Build an LSTM network with Synaptic for sequence prediction
Build a liquid state machine with Synaptic for speech recognition
Features
Create and connect neurons
Import and export networks
Train networks using trainers
Provide various common network construction tools
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