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Keras based UI for easy creation of Machine Learning models

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Neurons

Neurons

Machine Learning should be accessible for everyone, including users with no programming experience. That's why Neurons was created. Neurons is a user interface for creating, training and testing Sequential models with Dense layers with the Keras and Tensorflow packages.

Installation

For Windows: download the Neurons program from Google Drive. Extract the zip folder. Inside the 'Neurons1.0' folder, find 'Neurons.exe' and double click.

Features

Some of the main features in Neurons include:

  • Saving and loading models (in .h5 files).
  • Adding, removing and editing layers.
  • Compiling and fitting (training) model with specific settings.
  • Predicted vs True Output, Model Loss vs Epoch and Metric (e.g. accuracy, mean squared error, etc.) vs Epoch plots for performance evaluation.
  • Evaluate (testing) or predict with model with specified dataset. Print outputs to file.
  • Light and dark modes.

Version

Currently on version 1.0

Built With

Free packages Neurons is mainly based on:

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