/Ann-and-Percy

Studying ANNs, Perceptrons and the tools of data science

Primary LanguageScheme

Adventures with ANN and Percy

Overview

This repository contains code and documents that I use as a a workspace for learning about neural networks.

As of this writing this repository has two main parts documented seperately:

  1. A simple perceptron, a study of a single-neuron artificial neural network and its bench marking, reimplimented in various programming languages. This part is automated by a makefile that runs the benchmarks and produces a logfile and a report. The R language result from the 2nd part (below) is manually added to benchmarks.
  2. One and two-layer perceptrons* Implemented in R studio as a notebook. The R notebook is managed seperately via RStudio.

* A work in progress