README.md

Grundlagen

Neuronale Netze

• How the backpropagation algorithm works
• List of activation functions (equations)
• Comparison of activation functions

Convolutional Neural Networks

• Convolutional Neural Networks

Rekurrente neuronale Netze

• Rekurrente neuronale Netze
• Stateful LSTM in Keras
• The Unreasonable Effectiveness of Recurrent Neural Networks

Autoencoders

• Autoencoders in Keras

Hilfreiche Links:

• Jupyter Notebook Keyboard Shortcuts
• Managing Conda Environments
• Tensorflow Playground
• NN & DL Glossary
• Comparing Top Deep Learning Frameworks
• Deep Learning Cheat Sheet
• When not to use deep learning
• List of activation functions (equations)
• Comparison of activation functions
• L1, L2 & Max Normalization
• Open Data for Deep Learning
• First contact with TensorFlow
• Overview of gradient descent optimization algorithms
• How to choose the number of hidden layers and nodes in a feed-forward neural network?