Nate George nateGeorge

Staff data scientist @ Empower.me, previously @ Tink, DS professor at Regis University. Check out my Python/DS book here: https://a.co/d/6JKvn8r

pprett / grid_search.py

Created October 31, 2012 19:42

Parallel grid search for sklearn Gradient Boosting

	"""Parallel grid search for sklearn's GradientBoosting.

	This script uses IPython.parallel to run cross-validated
	grid search on an IPython cluster. Each cell on the parameter grid
	will be evaluated ``K`` times - results are stored in MongoDB.

	The procedure tunes the number of trees ``n_estimators`` by averaging
	the staged scores of the GBRT model averaged over all K folds.

	You need an IPython ipcluster to connect to - for local use simply

markmarkoh / gist:2969317

Created June 21, 2012 23:55

World Map Geo JSON data

	var countries_data = {"type":"FeatureCollection","features":[
	{"type":"Feature","geometry":{"type":"MultiPolygon","coordinates":[[[[74.92,37.24],[74.57,37.03],[72.56,36.82],[71.24,36.13],[71.65,35.42],[71.08,34.06],[69.91,34.04],[70.33,33.33],[69.51,33.03],[69.33,31.94],[66.72,31.21],[66.26,29.85],[62.48,29.41],[60.87,29.86],[61.85,31.02],[60.84,31.5],[60.58,33.07],[60.94,33.52],[60.51,34.14],[61.28,35.61],[62.72,35.25],[63.12,35.86],[64.5,36.28],[64.8,37.12],[66.54,37.37],[67.78,37.19],[69.32,37.12],[70.97,38.47],[71.59,37.9],[71.68,36.68],[73.31,37.46],[74.92,37.24]]]]},"properties":{"name":"Afghanistan"},"id":"AF"},
	{"type":"Feature","geometry":{"type":"MultiPolygon","coordinates":[[[[19.44,41.02],[19.37,41.85],[19.65,42.62],[20.07,42.56],[20.59,41.88],[20.82,40.91],[20.98,40.86],[20.01,39.69],[19.29,40.42],[19.44,41.02]]]]},"properties":{"name":"Albania"},"id":"AL"},
	{"type":"Feature","geometry":{"type":"MultiPolygon","coordinates":[[[[2.96,36.8],[8.62,36.94],[8.18,36.52],[8.25,34.64],[7.49,33.89],[9.06,3

nachiket-p / meteor_servercall.html

Created June 21, 2012 07:41

Meteor: Calling server method from client

	<head>
	<title>meteor_servercall</title>
	</head>

	<body>
	{{> simple}}
	{{> passData}}
	</body>

	<template name="simple">

bhang / install_graphite_statsd_ubuntu_precise.sh

Created May 15, 2012 17:41

Install Graphite and statsd on Ubuntu 12.04 LTS (Precise Pangolin)

	#!/bin/bash

	# node.js using PPA (for statsd)
	sudo apt-get install python-software-properties
	sudo apt-add-repository ppa:chris-lea/node.js
	sudo apt-get update
	sudo apt-get install nodejs npm

	# Install git to get statsd
	sudo apt-get install git

bortels / Base64.lua

Created December 6, 2011 05:56

Base64 encode/decode for Codea (Lua)

	-- Lua 5.1+ base64 v3.0 (c) 2009 by Alex Kloss <[email protected]>
	-- licensed under the terms of the LGPL2

	-- character table string
	local b='ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/'

	-- encoding
	function enc(data)
	return ((data:gsub('.', function(x)
	local r,b='',x:byte()