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Otis Logo

Otis

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Created by Blue Team for 2019 Spring Software Engineering at Elizabethtown College

Objective

Our original objective was to create an iterative, neural algorithm that could do basic pattern recognition on a variety of different datasets. As of v1.0 we have accomplished this goal!

Features

  • Has an interactive shell
  • Can take in data in CSV format
  • Can handle non-numerical data by mapping it to integers
  • Learns from supplied data
  • Can be implemented in other programs (technically)
  • Supports multiple inputs
  • Supports multiple hidden layers
  • Makes a binary assumption about data

Planned Features

  • A web panel
  • Support for more than one output
  • Ability to store and load pre-trained networks
  • Support for more data formats
  • Build a better API
  • Try implementing the network