Deep Learning by Example on Biowulf

About this Class

https://hpc.nih.gov/training/handouts/DL_by_Example4_20200312.pdf https://hpc.nih.gov/apps/biogans.html https://hpc.nih.gov/training/handouts/DL_Assignments4_20200312.pdf This introductory course will teach the basics of deep learning and of different types of deep learning networks through a set of hands-on biological examples implemented in Keras, one example per class. Each class is stand-alone. Class #4 will focus on the Generative Adversarial Networks (GANs) and their application to biological data synthesis. Expected knowledge: Basic Python, Basic Linux/Unix This class is part of a series, but each class is stand-alone.