Introduction to Deep Learning

This set of Jupyter notebooks offers a basic introduction to deep learning concepts.

• TF_Intro.ipynb: Basic conspects of TensorFlow.


• TF_Linear_Regression.ipynb: Linear Regression using TensorFlow.


• TF_Distributed_MNIST.ipynb: Using multiple GPUs for training.


• Keras_Linear_Regression.ipynb: Linear Regression using Keras.


• Keras_MNIST.ipynb: Keras implementation and training of a neural network and a convolutional neural network for handwritten digits recognition

The notebooks are written and tested using Python 2.7 and TensorFlow 1.11