deep_learning

This repository contains projects that I've worked on during the Deep Learning Nanodegree Foundation on Udacity.

Project 1

First neural network using pure Numpy. Bike sharing predictions.

Image classification from the CIFAR-10 dataset using a Convolutional Neural Network (CNN).

TV scripts generation using Recurrent Neural Network - LSTM.

LSTM network for translating sentences from English to French.

Deep Convolutional Generative Adversarial Network (DCGAN) for generating human faces.

Name		Name	Last commit message	Last commit date
Latest commit History 53 Commits
autoencoder		autoencoder
batch-norm		batch-norm
dcgan-svhn		dcgan-svhn
embeddings		embeddings
gan_mnist		gan_mnist
project1		project1
project2		project2
project3		project3
project4		project4
project5		project5
semi-supervised		semi-supervised
sentiment-analysis		sentiment-analysis
sentiment-network		sentiment-network
sentiment-rnn		sentiment-rnn
transfer-learning		transfer-learning
.gitignore		.gitignore
README.md		README.md
handwritten-digit-recognition-with-tflearn-exercise.ipynb		handwritten-digit-recognition-with-tflearn-exercise.ipynb
keyboard-shortcuts.ipynb		keyboard-shortcuts.ipynb
test.py		test.py