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Pure-deno implementation of neural network inspired by Micrograd.

This package works with DenoIt is unknown whether this package works with Cloudflare Workers, Node.js, Bun, Browsers
It is unknown whether this package works with Cloudflare Workers
It is unknown whether this package works with Node.js
This package works with Deno
It is unknown whether this package works with Bun
It is unknown whether this package works with Browsers
JSR Score
100%
Published
2 weeks ago (1.2.7)
c
Dense

All nodes in input layer connected to all nodes in output layer

T
DenseData

An exported layer of NeuronData

T
DeviationData

An exported layer of NormalizerData

T
Inputs

Array of rows of input data

c
LRelu

Leaky Relu Activation Layer

f
MeanSquareError

Calculate mean square error for a batch of actual vs expected outputs

T
NetworkData

Network parameters exported in JSON format

c
Neuron

Neuron node with multiple weighted inputs and bias

T
NeuronData

JSON format of exported neuron parameters

c
Normalize

Shift and scale inputs into a distribution centered around 0 with standard deviation 1

c
Normalizer

Rescale input to mean 0 and standard deviation 1

T
NormalizerData

JSON format of exported normalizer parameters

T
Outputs

Array of rows of output data

c
Relu

Relu Activation Layer

c
Sigmoid

Sigmoid Activation Layer

c
Simple

Connect one input to one output

c
Tanh

Tanh Activation Layer

T
Values

Input or output data type casted to Value objects

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