Computer code

• Multi armed bandit demo
• Demo code for Burgers’ equations. Author: Maziar Raissi. From Physics Informed Deep Learning (Part I): Data-driven Solutions of Nonlinear Partial Differential Equations, by Raissi, Perdikaris, Karniadakis. Source code was commented and annotated for clarity.
• Keras Tutorial
• TensorFlow Tutorial
• TFGAN
• MNIST GAN Example
• DNN SGD output
• DNN SGD.ipynb
• DNN TensorFlow output
• DNN TensorFlow.ipynb
• Gaussian_Process.ipynb
• Gaussian_Processes_Regression.ipynb

Keras demo images