Sam Bessalah samklr

Go to https://developer.apple.com/downloads/index.action and search for "Command line tools" and choose the one for your Mac OSX
Go to http://brew.sh/ and enter the one-liner into the Terminal, you now have brew installed (a better Mac ports)
Install transmission-daemon with
```
brew install transmission
```

Copy the startup config for launchctl with

ln -sfv /usr/local/opt/transmission/*.plist ~/Library/LaunchAgents

Internet Scale Services Checklist

A checklist for designing and developing internet scale services, inspired by James Hamilton's 2007 paper "On Desgining and Deploying Internet-Scale Services."

http://mvdirona.com/jrh/talksandpapers/jamesrh_lisa.pdf

Basic tenets

Does the design expect failures to happen regularly and handle them gracefully?
Have we kept things as simple as possible?

Feature Learning

Learning Feature Representations with K-means by Adam Coates and Andrew Y. Ng
The devil is in the details: an evaluation of recent feature encoding methods by Chatfield et. al.
Emergence of Object-Selective Features in Unsupervised Feature Learning by Coates, Ng
Scaling Learning Algorithms towards AI Benjio & LeCun
A Theory of Feature Learning by Brendan van Rooyen, Robert C. Williamson

Deep Learning

Dropout: A Simple Way to Prevent Neural Networks from Overfitting by Nitish Srivastava, Geoffrey Hinton, Alex Krizhevsky, Ilya Sutskever and Ruslan Salakhutdinov
[Understanding

	{
	"id": "/ctrlpkw",
	"groups": [
	{
	"id": "/ctrlpkw/db",
	"apps": [
	{
	"id": "/ctrlpkw/db/cassandra-seed",
	"constraints": [["hostname", "UNIQUE"]],
	"ports": [7199, 7000, 7001, 9160, 9042],

	import scalaz._
	import Scalaz._
	import scalaz.OptionT._
	import com.twitter.util.Future

	/**
	* Simple example of Future chain, which only shows type level consistency.
	* Future chain can be implemented with optionT or simple flatMap chain.
	*/
	object Main extends App {

	package com.cloudwick.mapreduce.FileSystemAPI;

	import java.io.BufferedInputStream;
	import java.io.BufferedOutputStream;
	import java.io.File;
	import java.io.FileInputStream;
	import java.io.FileOutputStream;
	import java.io.IOException;
	import java.io.InputStream;
	import java.io.OutputStream;

	package com.twitter.algebird.caliper

	import com.google.caliper.{ Param, SimpleBenchmark }
	import com.google.common.hash.{ HashFunction, Hashing }

	/**
	* Benchmarks the hashing algorithms used by Count-Min sketch for CMS[BigInt].
	*
	* The input values are generated ahead of time to ensure that each trial uses the same input (and that the RNG is not
	* influencing the runtime of the trials).

	import com.twitter.finagle.Http;
	import com.twitter.finagle.ListeningServer;
	import com.twitter.finagle.Service;
	import com.twitter.finagle.http.HttpMuxer;
	import com.twitter.util.Await;
	import com.twitter.util.Future;
	import java.net.InetSocketAddress;
	import static java.nio.charset.StandardCharsets.UTF_8;
	import static org.jboss.netty.buffer.ChannelBuffers.copiedBuffer;
	import org.jboss.netty.handler.codec.http.*;

	import scala.collection.immutable.TreeMap

	trait ToTreeMap[A] {
	type Result

	def treeMap(x: A): Result
	}

	trait LowerPriorityToTreeMap {
	implicit def plainMap[K, V](implicit ord: Ordering[K]): ToTreeMap[Map[K, V]] =

	#! /bin/bash

	sudo apt-key adv --keyserver keyserver.ubuntu.com --recv E56151BF
	DISTRO=$(lsb_release -is \| tr '[:upper:]' '[:lower:]')
	CODENAME=$(lsb_release -cs)
	echo "deb http://repos.mesosphere.io/${DISTRO} ${CODENAME} main" \| sudo tee /etc/apt/sources.list.d/mesosphere.list

	sudo apt-get -y update --fix-missing
	sudo apt-get -y install mesosphere