simple_neural_network | A very simple neural network in python

simple_neural_network is a Python library. simple_neural_network has no bugs, it has no vulnerabilities and it has low support. However simple_neural_network build file is not available. You can download it from GitHub.

A very simple neural network in python. This program takes as input different combinations of 0 and 1 and tries to predict output a value close to 0 or 1 after seeing the actual output of the combinations. Basically, we first let the network "try" to predict the output given the input. We then see how it performs so that we can adjust it to do a bit better for each iteration. Input: 0 0 1 output: 0. Input: 0 1 1 output: 0. Input: 1 0 1 output: 1. Input: 1 1 1 output: 1. Here the input dataset has two parts: One is the combinations vector (X) and the other is the actual output vector (y). The aim is to train a simple 2 layer Neural Network to predict the correct output (a value close to the true output). The training helps to adjust weights at each iteration thus getting closer to true value each time by delta change in weight.