Jan Fait janfait

Data Engineer / Architect

janfait / gist:7563185f54d97d2c057e

Last active August 26, 2015 12:06 — forked from CerebralMastication/gist:8039120

Example of iman conover

	import pandas as pd

	## dummy covariance matrix
	cov = eye(2) + -.7
	fill_diagonal(cov, 1)

	# a little bit of non correalted random variates
	# also sometimes called the marginal distributions

	n = 10000

janfait / monte-carlo-sample.r

Last active August 26, 2015 08:29 — forked from jkeirstead/monte-carlo-sample.r

Generate a Monte Carlo sample with Sobol' LDQR sequence

	# Generate a Monte Carlo sample using Sobol' low-discrepancy quasi-random sequences
	# James Keirstead
	# 3 February 2012
	#
	# Random sampling with R's standard methods is inefficient for Monte Carlo analysis as
	# the sampled values do not cover the parameter space evenly. This Gist allows users
	# to create parameter samples using Sobol' sequences to get around this problem.

	# makeMCSample
	# Makes a Monte Carlo sample using Sobol' sequences

janfait / force-oauth.py

Last active August 29, 2015 14:14

	#!/usr/bin/python

	import cgi
	import requests
	import json
	from simple_salesforce import Salesforce

	#login here:
	#https://login.salesforce.com/services/oauth2/authorize?response_type=code&client_id=3MVG9A2kN3Bn17hsWsLDatw._IVMEUBoPKv.7ksp0tz7xLX4tWDVgyzwTCA7i_yTfP.qYuNOsSoPNcdVH6DuE&redirect_uri=http://localhost/cgi-bin/python/oauth.py

janfait / server.r

Last active August 29, 2015 14:11 — forked from wch/app.r

	max_plots <- 5

	shinyServer(function(input, output) {

	# Insert the right number of plot output objects into the web page
	output$plots <- renderUI({
	plot_output_list <- lapply(1:input$n, function(i) {
	plotname <- paste("plot", i, sep="")
	plotOutput(plotname, height = 280, width = 250)
	})

janfait / gist:516fc8a742a8f0ed931d

Created June 17, 2014 11:36 — forked from lukas-vlcek/gist:4673027

	#!/bin/sh

	# download
	wget http://download.elasticsearch.org/elasticsearch/elasticsearch/elasticsearch-0.20.4.zip

	# unzip and start
	unzip elasticsearch-0.20.4.zip
	cd elasticsearch-0.20.4
	# remove data in case you have defined some analyzers in the past (e.g. stop/start)
	rm -rf data/

janfait / dekompozice_cen_TV_balicku.R

Created June 13, 2014 16:01 — forked from dayalpuri/dekompozice_cen_TV_balicku.R

	####################################################################
	# Simulated Annealing je Monte Carlo metoda, která vychází z
	# fyzikálního pozorování - při kalení oceli je vhodné její
	# teplotu snižovat postupně, protože molekuly při pomalém tuhnutí
	# zaujímají prostorovou konfiguraci s minimální energetickou
	# náročností vazeb - to se projevuje v pevnosti (a křehkosti kovu)
	# annealing si půjčuje myšlenku, že postupným zkracováním
	# vzdálenosti pátrače od dosud nejlepšího lokálního minima se
	# velmi často dosáhne globálního minima, nebo alespoň minima,
	# které je mu blízké.