jacobpolloreno/deep-learning-foundations

Repo for projects from Udacity's Deep Learning Foundations

Udacity's Deep Learning Foundations Program

Project 1 - Your First Neural Network

dlnd-project-1/:

• bike-sharing-dataset/ -- day.csv -- hour.csv -- Readme.txt
• dlnd-your-first-neural-network.ipynb: jupyter notebook stepping through project
• dlnd-your-first-neural-network.html: output of notebook
• tfImplementation_firstNN.py: first Tensorflow implementation of this project

Project 2 - Image Classification with Convolution Neural Networks

• dlnd_image_classification.ipynb: jupyter notebook stepping through project(also downloads CIFAR-10 dataset)
• dlnd_image_classification.html: output of notebook

Project 3 - Generate TV Scripts with Sentiment RNN

• dlnd_tv_script_generation.ipynb
• dlnd_tv_script_generation.html: output of notebook

Project 4 - Language Translation with Sequence 2 Sequence

• dlnd_language_translation.ipynb
• dlnd_language_translation.html: output of notebook
• helper.py: utility functions for notebook

Project 5 - Generate Faces with Generative Adversarial Networks

• dlnd_face_generation.ipynb
• dlnd_face_generation.html: output of notebook
• helper.py: utility functions for notebook