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.

Project 2

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

Project 3

TV scripts generation using Recurrent Neural Network - LSTM.

Project 4

LSTM network for translating sentences from English to French.

Project 5

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