/Ziff-deep-learning

Project repo for Ziff Deep Learning Internship 2017 - Deep learning model performance improvement strategies

Primary LanguageJupyter Notebook

Ziff Deep Learning Internship 2017

What is in this repo

  • Project repo for deep learning model performance improvement strategies.

Task 1

  • Tuning Hyperparameter for Deep Neural Network - Example Code on Improving Convolutional Neural Network by GridSearch Code Blog

Task 2

  • Image Augmentation for Deep Learning - Example code of Convolutional Neural Network trained on CIFAR-10 Code Blog

Task 3

  • Learning Rate Schedules and Adaptive Learning Rate Methods for Deep Neural Network - Exmaple code of Convolutional Neural Network trained on CIFAR-10Code Blog