NeuPy

Neural Networks in Python

  • Articles
  • Tutorials
  • Documentation
  • Cheat sheet
  • Model Zoo
  • 2019 Jun 10 Earthquakes in the Landscape of Neural Network

    In this article, I want to direct your attention to the less known properties of one, quite famous, technique in the deep learning. I want to show you how beautiful and interesting could be a concept that typically left behind because of all more exciting ideas in this area.


    Tags: visualization, backpropagation
  • 2016 Dec 17 Hyperparameter optimization for Neural Networks

    This article explains different hyperparameter algorithms that can be used for neural networks. It covers simple algorithms like Grid Search, Random Search and more complicated algorithms like Gaussian Process and Tree-structured Parzen Estimators (TPE).


    Tags: visualization, backpropagation, supervised, hyperparameter optimization
  • 2016 Nov 12 Image classification, MNIST digits

    This short tutorial shows how to design and train simple network for digit classification in NeuPy.

    Tags: classification, tutorials, supervised, backpropagation, image recognition, deep learning
  • 2015 Jul 04 Predict prices for houses in the area of Boston

    Boston house prices is a classical dataset for regression. This article shows how to make a simple data processing and train neural network for house price prediction.

    Tags: supervised, backpropagation, regression, tutorials
  • 2015 Jul 04 Visualize Algorithms based on the backpropagation

    Typical neural networks have mullions of parameters and it's quite difficult to visualize the process. In the article, we visualize training of the network that has only 2 parameters. It allows us to explore different training algorithms and see how it behaves during the training

    These type of visualizations can provide us with useful insights about the training process.


    Tags: supervised, backpropagation, visualization

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Install NeuPy

pip install neupy

Learn more about NeuPy reading tutorials and documentation.

Issues and feature requests

If you find a bug or want to suggest a new feature feel free to create an issue on Github

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