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Neural Network Toolkit

under construction.

Build your own artificial neural network, from basic up to complex!

...when I started learning about ann's I kind of missed an easy-to-understand structured manual with codes, visualizations and explanations for complete dl rookies. So here you'll find a step-by-step guide, ideas for first projects and Tensforflow's endless list of data sets, that you can use to bring your ann to life.

Sources

  • Machine Learning and Neural Networks - Philipp Grunert
  • CS50's AI with Python class
  • ...

1. Feed Forward Neural Networks (FFNNs)

  • Perceptron (Single Layer FFNN)
  • Convolutional Neural Network (CNN, Multilayer FFNN)

2. Recurrent Neural Networks (RNNs)

3. TensorFlow Data Sets

click here

4. Project Ideas

I heartily welcome any possible improvements =]