Jonathon Morgan gati

## guess_candidate_model.py
from sklearn.cross_validation import train_test_split
from keras.preprocessing import sequence, text
from keras.models import Sequential
from keras.layers import (Dense, Dropout, Activation, Embedding, LSTM,
                            Convolution1D, MaxPooling1D)

# Embedding
max_features = 20000
maxlen = 100
embedding_size = 32

## largest_factor.py
import math

"""
Get the largest factor a number that's less than a threshold. Useful for finding the
best number for breaking a list up into groups of equal size.
"""
def largest_factor(num, cur=1, factor=1, max_size=10):
    factor = math.ceil(float(num) / cur)
    if factor > max_size:
        return best_factor(arr, cur + 1, int(factor), max_size)

## where-ive-been.html
<!doctype html>
<html>
<head></head>
<body>

<!--
Obviously this is not production code. Really I was just rendering a map so I could take a screenshot and post it on Twitter,
and this was faster than using some Python mapping library (and looks way nicer!). So no judgement, mkay?

This plots points taken from my Google Location data, formatted using this handy Python script:

## google_location.py
import os
import json
import datetime

"""
I wanted to map where I'd been in the past year using DataMaps, a jQuery + D3
library for visualizing geospatial data. https://github.com/markmarkoh/datamaps
First I downloaded my data from Google https://www.google.com/settings/takeout
(I let them track my Android phone), and then used the script below to
format the JSON the way DataMaps expects.

## encoder.py
import json
from collections import Iterable
from bson import ObjectId
from datetime import datetime

class MongoengineEncoder(json.JSONEncoder):
    """
    The default JSON encoder that ships with Mongoengine (the to_json method
    exposed on Document instances) makes some odd choices. Datetime objects
    are nested on a $date property, ObjectIds are nested on an $oid property,

## simple_closure.js
var takeMeTo = function(destination) {
  var refrain = 'Won\'t you take me to ' + destination;
  return function() {
    alert(refrain);
  }
}

// Nothing happens yet, you're just assigning the anonymous function returned
// by takeMeTo to funkyTown
var funkyTown = takeMeTo('Funky Town');

## dom_scraper.php
include('simple_html_dom.php'); // DOM parsing library.
$url = (isset($_GET['site'])) ? $_GET['site'] : 'http://www.yelp.com'; //just an example, clean this
$dom = file_get_html($url);
foreach ($dom->find('a') as $node) {
  // Replace href attribute value
  $node->href = 'http://YOURPROXYSERVER.COM?requestedurl='.urlencode($url.$node->href);
}
// Output modified DOM
echo $dom->outertext;
	from sklearn.cross_validation import train_test_split
	from keras.preprocessing import sequence, text
	from keras.models import Sequential
	from keras.layers import (Dense, Dropout, Activation, Embedding, LSTM,
	Convolution1D, MaxPooling1D)

	# Embedding
	max_features = 20000
	maxlen = 100
	embedding_size = 32
	import math

	"""
	Get the largest factor a number that's less than a threshold. Useful for finding the
	best number for breaking a list up into groups of equal size.
	"""
	def largest_factor(num, cur=1, factor=1, max_size=10):
	factor = math.ceil(float(num) / cur)
	if factor > max_size:
	return best_factor(arr, cur + 1, int(factor), max_size)
	<!doctype html>
	<html>
	<head></head>
	<body>

	<!--
	Obviously this is not production code. Really I was just rendering a map so I could take a screenshot and post it on Twitter,
	and this was faster than using some Python mapping library (and looks way nicer!). So no judgement, mkay?

	This plots points taken from my Google Location data, formatted using this handy Python script:
	import os
	import json
	import datetime

	"""
	I wanted to map where I'd been in the past year using DataMaps, a jQuery + D3
	library for visualizing geospatial data. https://github.com/markmarkoh/datamaps
	First I downloaded my data from Google https://www.google.com/settings/takeout
	(I let them track my Android phone), and then used the script below to
	format the JSON the way DataMaps expects.
	import json
	from collections import Iterable
	from bson import ObjectId
	from datetime import datetime

	class MongoengineEncoder(json.JSONEncoder):
	"""
	The default JSON encoder that ships with Mongoengine (the to_json method
	exposed on Document instances) makes some odd choices. Datetime objects
	are nested on a $date property, ObjectIds are nested on an $oid property,
	var takeMeTo = function(destination) {
	var refrain = 'Won\'t you take me to ' + destination;
	return function() {
	alert(refrain);
	}
	}

	// Nothing happens yet, you're just assigning the anonymous function returned
	// by takeMeTo to funkyTown
	var funkyTown = takeMeTo('Funky Town');
	include('simple_html_dom.php'); // DOM parsing library.
	$url = (isset($_GET['site'])) ? $_GET['site'] : 'http://www.yelp.com'; //just an example, clean this
	$dom = file_get_html($url);
	foreach ($dom->find('a') as $node) {
	// Replace href attribute value
	$node->href = 'http://YOURPROXYSERVER.COM?requestedurl='.urlencode($url.$node->href);
	}
	// Output modified DOM
	echo $dom->outertext;