| # Create a new self signed HTTPS Certificate for IIS Express | |
| # Crafted with all organic, GMO, gluten free ingreditations | |
| # with an artisinal SAN to make Chrome 58 onwards happy. | |
| # | |
| # See https://bugs.chromium.org/p/chromium/issues/detail?id=308330 | |
| # | |
| # Run this at an administrative PowerShell prompt. | |
| # | |
| # You will be prompted to trust a new certificate via a windows dialog. | |
| # Click yes otherwise Visual Studio will not be able to determine your |
| """ Trains an agent with (stochastic) Policy Gradients on Pong. Uses OpenAI Gym. """ | |
| import numpy as np | |
| import cPickle as pickle | |
| import gym | |
| # hyperparameters | |
| H = 200 # number of hidden layer neurons | |
| batch_size = 10 # every how many episodes to do a param update? | |
| learning_rate = 1e-4 | |
| gamma = 0.99 # discount factor for reward |
| import tensorflow as tf | |
| import numpy as np | |
| import os | |
| import zconfig | |
| import utils | |
| class RBM(object): |
Here are instructions to set up TensorFlow dev environment on Docker if you are running Windows, and configure it so that you can access Jupyter Notebook from within the VM + edit files in your text editor of choice on your Windows machine.
First, install https://www.docker.com/docker-toolbox
Since this is Windows, creating the Docker group "docker" is not necessary.
| import java.lang.IllegalArgumentException; | |
| import java.lang.IllegalStateException; | |
| public class Truthiness { | |
| private static final int MAX_RECURSIVE_TRUTH_CHECKS = 1000; | |
| public static boolean isTrue(boolean condition) { | |
| return isTrue(condition, 0); | |
| } | |
| private static boolean isTrue(boolean condition, int checkCount) { | |
| if ((checkCount >= MAX_RECURSIVE_TRUTH_CHECKS) == true) { |
