Josip Delić delijati

The fastest remote directory rsync over ssh archival I can muster (40MB/s over 1gb NICs)

This creates an archive that does the following:

rsync (Everyone seems to like -z, but it is much slower for me)

a: archive mode - rescursive, preserves owner, preserves permissions, preserves modification times, preserves group, copies symlinks as symlinks, preserves device files.
H: preserves hard-links
A: preserves ACLs

A Few Useful Things to Know about Machine Learning

The paper presents some key lessons and "folk wisdom" that machine learning researchers and practitioners have learnt from experience and which are hard to find in textbooks.

1. Learning = Representation + Evaluation + Optimization

All machine learning algorithms have three components:

Representation for a learner is the set if classifiers/functions that can be possibly learnt. This set is called hypothesis space. If a function is not in hypothesis space, it can not be learnt.
Evaluation function tells how good the machine learning model is.
Optimisation is the method to search for the most optimal learning model.

	import gc, os, subprocess, requests

	gc.disable() # Just to make sure - I have seen this with gc enabled

	for x in range(20):
	requests.head("http://www.google.de/")

	print "Open sockets after 20 head requests:"
	pid = os.getpid()
	subprocess.call("lsof -p%d -a -iTCP" % (pid,), shell=True)

	#! /usr/bin/env python
	# Of course, the author does not guarantee safety.
	# I did my best by using SQLite's online backup API.
	from __future__ import print_function
	import sys, ctypes
	from ctypes.util import find_library

	SQLITE_OK = 0
	SQLITE_ERROR = 1
	SQLITE_BUSY = 5

	#!/usr/bin/env python

	"""Simple HTTP Server With Upload.

	This module builds on BaseHTTPServer by implementing the standard GET
	and HEAD requests in a fairly straightforward manner.

	"""

	import re

	from ply import lex, yacc
	from ply.lex import TOKEN
	import pyparsing as pp

	# First, let's define a pyparsing parser for JSON.
	class JSONPyParsing(object):
	# pylint: disable-msg=W0104,E0213

	## install Catalyst proprietary
	sudo ntfsfix /dev/sda2
	sudo cp /etc/X11/xorg.conf /etc/X11/xorg.conf.BAK
	sudo apt-get remove --purge fglrx*
	sudo apt-get install linux-headers-generic
	sudo apt-get install fglrx xvba-va-driver libva-glx1 libva-egl1 vainfo
	sudo amdconfig --initial

	## install build essentials
	sudo apt-get install cmake

	#!/bin/bash
	iatest=$(expr index "$-" i)

	#######################################################
	# SOURCED ALIAS'S AND SCRIPTS BY zachbrowne.me
	#######################################################

	# Source global definitions
	if [ -f /etc/bashrc ]; then
	. /etc/bashrc

	import functools


	def decorator(function):
	"""A general decorator function"""

	@functools.wraps(function)
	def wrapper(args, *kwargs):
	# Write decorator function logic here
	# Before function call