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SimpleNode

SimpleNode is a small package for working with Neural Networks in python

Features

  • Easily create a Neural Network
  • Create Labled Data
  • Train the Neural Network using Labled Data
  • Save trained models
  • Load previously saved models
  • Make predictions with new inputs

Example

from NeuralNetwork import NeuralNetwork

// Sample XOR dataset
x = [[0, 0], [0, 1], [1, 0], [1, 1]]
y = [[0, 1], [1, 0], [1, 0], [0, 1]]

Network = NeuralNetwork([2, 3, 2])

// Params: trainDataX, trainDataY, epochs, reportFreq
Network.Learn(x, y, 10, 1)

// Save Network
Network.SaveNetwork("MyNetwork.csv")

// Predict
print( Network.Predict([1, 0]) )

Created by Artyom Yesayan

Metadata

Release files for SimpleNode 0.32

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