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Keras Tutorial @ Python San Sebastian (PySS) 2016

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@leriomaggio leriomaggio released this 22 Aug 07:54
· 55 commits to master since this release

Deep Learning with Keras and Tensorflow

PySS 2016 Logo

Valerio Maggio: PostDoc Data Scientist @ FBK/MPBA

Contacts:

@leriomaggio [email protected]

Goal of this Tutorial

  • Introduce main features of Keras

    • Plus some introductory overview of Tensorflow
  • Learn how simple and Pythonic is doing Deep Learning with Keras

  • Understand how easy is to do basic and advanced Deep Learning models in Keras;

    • Examples and Hand-on Excerises along the way.

Installed Versions

import keras
print('keras: ', keras.__version__)

# optional
import theano
print('Theano: ', theano.__version__)

import tensorflow as tf
print('Tensorflow: ', tf.__version__)
keras:  1.0.7
Theano:  0.8.2
Tensorflow:  0.10.0