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customai's Introduction

CustomAI

Regression neural network builder and visualizer, developed in WPF & Python.
Work in progress.

KEY FEATURES

  • GUI automatically scales up to the resolution of the computer executing the application.
  • Customize hidden topology of the neural network (input & output layer is automatic).
  • Automatically divides one data file into a training, a validation and a test dataset.
  • No hard limit to data volume or network topology size (as much as the memory can handle).
  • Informs where in the training or validation phase the network is by logging progress.
  • Plots live MAE, MSE & RMSE graphs of the validation dataset after every epoch.
  • Abort training at any time instantly.

DOWNLOAD

  1. Simply download the 'CustomAI.exe' file to your computer.
  2. If blocked, unblock the application in its properties (no virus, I promise).
  3. Download the 'NeuralNetwork.py' file (view as RAW, save & rename extension from .txt to .py).
  4. Make sure 'NeuralNetwork.py' is in the same directory as 'CustomAI.exe'.
  5. Having Python and Numpy installed is a prerequisite.

ExecutionLog NetworkPerformance ExecutionError

customai's People

Contributors

andromikadze avatar

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