bbengfort

def main(args):
    pass


def make_wide(formatter, width=120, max_help_position=42):
    """
    Increase space between arguments and help text, if possible.
    See: https://stackoverflow.com/questions/5462873/
    """
    try:

bbengfort

#!/usr/bin/env python3

import os
import json
import random
import zipfile

config = {
    "color": "red",
    "amount": 42.24,

bbengfort

import json
import random
import asyncio
import argparse
import matplotlib.pyplot as plt
import matplotlib.animation as animation

from functools import partial

bbengfort

#!/usr/bin/env python
# requires
# Creates a requirements.txt file using pip freeze.
#
# Author:   Benjamin Bengfort <benjamin@bengfort.com>
# Created:  Fri Jan 22 08:50:31 2016 -0500
#
# Copyright (C) 2016 Bengfort.com
# For license information, see LICENSE.txt
#

bbengfort

bbengfort

from sklearn.pipeline import Pipeline
from sklearn.feature_extraction.text import CountVectorizer
from sklearn.decomposition import LatentDirichletAllocation

from yellowbrick.datasets import load_hobbies


class LDAViz(object):
    """

bbengfort

gource -1280x720 --camera-mode track --seconds-per-day 4 --auto-skip-seconds 1 \
       --file-idle-time 0 --key --title "Yellowbrick" -o - | ffmpeg -y -r 60 \ 
       -f image2pipe -vcodec ppm -i - -vcodec libx264 -preset ultrafast \
       -pix_fmt yuv420p -crf 1 -threads 0 -bf 0 gource.mp4

bbengfort

#!/usr/bin/env python3

import os
import glob
import argparse
import numpy as np
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt

bbengfort

type Bitmask uint8

const (
	F0 bitmask = 1 << iota
	F1
	F2
)

func Set(b, flag Bitmask) Bitmask    { return b | flag }
func Clear(b, flag Bitmask) Bitmask  { return b &^ flag }

bbengfort

from yellowbrick.features.projection import ProjectionVisualizer

from sklearn.pipeline import Pipeline
from sklearn.decomposition import PCA
from sklearn.preprocessing import  StandardScaler
from sklearn.datasets import make_regression


class Visualizer(ProjectionVisualizer):