nnfpy 1.1.0

Neural network for python

NNFPY

Welcome to a project I have been working on for a while and have decided to make this a public package.

This package is used to create neural networks with 'ease'.

It compresses a whole neural network down to this:

net = onednet.create([denselayer("relu", 2, 64), denselayer("relu", 64, 2), endlayer("softmax"), timesloss(0.00001)])

data = net.runnet(0.1, 50000, X, y, storedata(), momentum=momentum(0.5), printevery=1000, batchsize=100)

outs = net.predwithout(X, y)

Just to basically describe what has happened in these lines of code:

The first line has created a network with one input layer taking two input values a hidden layer of 64 neurons and an output layer of 2 output

The second line has run the network a 50000 times

The third line shows the predictions and the average cost

Installing

To install excecute the following command

pip install nnfpy