Gary Wu garywu

all existed containers

docker ps -q -f status=exited

docker rm $(docker ps -q -f status=exited)

docker rm $(docker ps -a -q)

Google sheets v4 is a game changer.

Programmatically format sheet:

Programmatically create forms:

	#Mining YouTube using Python & performing social media analysis (on ALS ice bucket challenge)
	#https://www.analyticsvidhya.com/blog/2014/09/mining-youtube-python-social-media-analysis/

	#complete Python script to mine YouTube data. Just replace your key and keyword you want to search

	from apiclient.discovery import build #pip install google-api-python-client
	from apiclient.errors import HttpError #pip install google-api-python-client
	from oauth2client.tools import argparser #pip install oauth2client
	import pandas as pd #pip install pandas
	import matplotlib as plt

	""" 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

	#!/usr/bin/env python
	#
	# update-wordpress-page: updates a Wordpress page with the contents
	# of the input file
	#
	# Described on http://free-electrons.com/blog/automated-wp-page-updates/
	# Download: git.free-electrons.com/training-scripts/tree/wordpress
	#
	# Usage: update-wordpress-page url-base post-id content-file
	#

	http://www.winwaed.com/blog/2012/04/09/calculating-word-statistics-from-the-gutenberg-corpus/

	Following on from the previous article about scanning text files for word statistics, I shall extend this to use real large corpora. First we shall use this script to create statistics for the entire Gutenberg English language corpus. Next I shall do the same with the entire English language Wikipedia.


	Project Gutenberg is a non-profit project to digitize books with expired copyright. It is noted for including large numbers of classic texts and novels. All of the texts are available for free online. Although the site could be spidered, this is strongly discouraged due to the limited resources of the project. Instead, a CD or DVD image can be downloaded (or purchased); or you can create a mirror. Instructions for doing this are here, and include the following recommend shell command:


	rsync -avHS --delete --delete-after --exclude '*cache/generated' [email protected]::gutenberg /home/ftp/pub/mirrors/gutenberg
	1

	# cheap immitation of %pycat

	from IPython.core.display import display, HTML
	from pygments import highlight
	from pygments.lexers import PythonLexer
	from pygments.formatters import HtmlFormatter

	def show(filename):
	text = !cat $filename
	text = '\n'.join(text)

	<style type="text/css">
	/*!
	* from: https://sharmamohit.com/css/jupyter.css
	* why: https://sharmamohit.com/post/jupyter-notebooks-in-blog/
	* Twitter Bootstrap
	*
	//! normalize.css v3.0.2 \| MIT License \| git.io/normalize */
	*
	* Font Awesome
	*