karlafej / keras_pyconCZ

Deep Learning with Keras: from Zero to Hero in 3 Hours / Pycon CZ 2018

Deep Learning with Keras & Tensorflow: from Zero to Hero in 3 Hours / Pycon CZ 2018

Slides

Click on the links below to open these notebooks in Colaboratory

• 01-mnist.ipynb - Trains a simple multi-layer neural network on the MNIST dataset

• 02-dogs_vs_cats.ipynb- Utilizes VGG16 model for transfer learning on Kaggle Dogs vs. Cats dataset

• Other transfer learning (your turn)

  • 03-Simpsons.ipynb
  • 03-flowers.ipynb

• 04-Nietzsche_text_generation.ipynb - Generates text from Nietzsche's writings using LSTM

• 05-Your_text_generation.ipynb - Other text generation (your turn)