nunn is a collection of ML algorithms and related examples written in modern C++17.

Features

  • Free open source neural network library
  • Implements perceptron, MLP, RMLP and Hopfield NNs
  • Implement Q-Learning algorithm
  • Supports fully connected networks
  • Back-propagation with MSE and Cross Entropy cost functions support
  • Easy to use and understand
  • Versatile
  • Easy to save and load entire ANNs
  • Includes non-trivial samples for Windows and Linux
  • Samples include MNIST OCR Demo and TicTacToe
  • Multi-platform, multi-architecture
  • Exports neural network diagrams that you can draw using Graphviz dot

Project Samples

Play Video OCR Test TicTacToe nunn Screenshot 3

Project Activity

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Categories

Intelligent Agents, Machine Learning, OCR, Neural Network Libraries

License

GNU General Public License version 2.0 (GPLv2)

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Additional Project Details

Operating Systems

Linux, Android, Mac, Windows

Languages

English

Intended Audience

Developers

User Interface

Win32 (MS Windows), Console/Terminal, Command-line

Programming Language

C++

Related Categories

C++ Intelligent Agents, C++ Machine Learning Software, C++ OCR Software, C++ Neural Network Libraries

Registered

2015-06-01
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