okomestudio

#!/usr/bin/env python2.7
# -*- coding: utf-8 -*-
"""Biplot example using pcasvd from statsmodels and matplotlib.

This is an example of how a biplot (like that in R) can be produced
using pcasvd and matplotlib. Additionally, this example does k-means
clustering and color observations by which cluster they belong to.

"""
import matplotlib.pyplot as plt

okomestudio

#!/usr/bin/env python2.7
# -*- coding: utf-8 -*-
import matplotlib.pyplot as plt
import numpy as np
from scipy.stats import chi2


def main():
    colors = 'bgrcmyk'
    n = 40000

okomestudio

#!/bin/bash
##############################################################################
# findstr
#
# Search for files containing a specified string.  Show the file path,
# line number, and the line itself containing a specified string.
#
# EXAMPLE:
#
# To search for all the files with the file extension .html containing

okomestudio

#!/usr/bin/bash
#
# For configuring EC2 Debian/Jessie instance.
#

sudo apt-get update
sudo apt-get -y upgrade

################
# general system

okomestudio

#!/usr/bin/env python2.7
# -*- coding: utf-8 -*-
import functools
import inspect
from itertools import izip_longest
import json
import logging
import os
import sys
from traceback import format_tb

okomestudio

"""
A Python Singleton mixin class that makes use of some of the ideas
found at http://c2.com/cgi/wiki?PythonSingleton. Just inherit
from it and you have a singleton. No code is required in
subclasses to create singleton behavior -- inheritance from 
Singleton is all that is needed.

Singleton creation is threadsafe.

USAGE:

okomestudio

#!/usr/bin/env python2.7
# -*- coding: utf-8 -*-
"""An example of A/B test using the chi-squared test for independence."""
import numpy as np
import pandas as pd
from scipy.stats import chi2_contingency


def main():
    data = pd.io.parsers.read_csv('n10000.csv')

okomestudio

#!/usr/bin/env python2.7
# -*- coding: utf-8 -*-
"""Delete a S3 bucket with contents.

"""
from __future__ import absolute_import
from gevent import monkey ; monkey.patch_all()
from argparse import ArgumentParser

import boto3

okomestudio

#!/bin/bash
if [ -z "$1" ]; then
    echo -e "Missing 1 parameter: Phabricator URL."
    echo -e "ex: arc_setup.sh https://phabricator.mycompany.com"
fi
if ! hash git &> /dev/null || ! hash php &> /dev/null; then
    echo -e " *****\n ***** INSTALLING GIT AND PHP\n *****"
    sudo apt-get install git-core php5-cli php5-curl
fi

okomestudio

# -*- coding: utf-8 -*-
"""Example Google style docstrings.

This module demonstrates documentation as specified by the `Google Python
Style Guide`_. Docstrings may extend over multiple lines. Sections are created
with a section header and a colon followed by a block of indented text.

Example:
    Examples can be given using either the ``Example`` or ``Examples``
    sections. Sections support any reStructuredText formatting, including