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machine-learning-for-dummies's Introduction

Machine Learning for Dummies

This repository contains all the source code accompanying the equivalent article series on Medium.

Part 1

The first article explains the basics of Neural Networks, Genetic Programming, Evolution, Competitive Systems and NEAT.

Machine Learning for Dummies: Part 1

Examples

Part 2

The second article explains the inner architecture of Neural Networks and implements an example Feed Forward NN to demonstrate how neurons connect and interact.

Machine Learning for Dummies: Part 2

Examples

Part 3

TBD: This article will cover Backpropagation and explain the Reinforcement Learning idea to modify neuron weights.

Part 4

TBD: This article will explain ANNs in detail and how to properly generate, analyze and innovate them using genetic programming.

Part 5

TBD: This article will cover NEAT in particular and compare it to other evolutionary concepts.

Part 6

TBD: This article will cover Backpropagated NEAT in particular and compare it to other reinforcement learning concepts.

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