wil3

import os, argparse
import tensorflow as tf

"""
This script converts a checkpoint to a pb file without needing to know
the names of the input and output nodes. This then allows you to use the
Tensorflow tool summarize_graph to identify potential input/output nodes.


Usage:

wil3

#!/usr/bin/env python3
import os
from baselines.common import tf_util as U
from baselines import logger
import gymfc
import argparse
import numpy as np
import matplotlib
matplotlib.use('Agg')
import matplotlib.pyplot as plt

wil3

"""
Purpose:
This python script is meant to introduce you to parellel processing with 
threads and processes. The example uses a simple worker than randomly selects 
a letter and continually hashes this value. This demonstrates two methods for 
creating a thread, (1) by specifying a target function or (2) inheriting 
threading.Thread. 

This lesson also shows that the Thread and Process API are (for the most part)
interchangable allowing us to simply replace threading.Thread with multiprocessing.Process

wil3

"""  Demo creating a simple webserver and using a pub/sub design pattern
to have handlers for the request url to do work off the critcal path. This could 
for example be used to process data analytics.

The publisher uses the callback to signal to the subscriber data has changed.
Conditions are used to ensure subscribers are not reading data while it is being 
written. This allows the sublisher to wait (sleep) until the publisher wakes 
them up to process an event. See docs for more information on Conditions,
https://docs.python.org/2/library/threading.html#condition-objects

wil3

"""

Introduce producer/consumer model with thread safe queues


This demo can be first illustrated as an M/M/K queue in which we have incoming 
messages at some rate added to a single queue, each consumer thread will 
continually get and process items from the queue.

This is to demonstrate tradeoffs with the queue size, and number

wil3

import requests, time, sys, random, string
from urlparse import urlparse
from time import sleep
import argparse
#import subprocess

class MeasureBoot:

    def __init__(self):
        self.current_token = None

wil3

import gzip, os, shutil 
import cStringIO
from optparse import OptionParser


"""
Calculate the average entropy of files in the given directories
"""

def entropy(f):

wil3

#!/usr/bin/env python
__author__ = "William Koch"
import re
import sys
import random
import numpy
from deap import algorithms
from deap import base
from deap import creator
from deap import tools

wil3

Keybase proof

I hereby claim:

• I am wil3 on github.
• I am wilkoch (https://keybase.io/wilkoch) on keybase.
• I have a public key whose fingerprint is A13D 0086 FCEF 07F0 2B68 92EF 6AE1 45AF FEC0 1E3C

To claim this, I am signing this object:

wil3

#!/usr/bin/env python

"""Send an email with your Gmail account
"""

import smtplib

__author__ = "William Koch"

class SendGmail: