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import com.twitter.algebird.{Aggregator, Semigroup} | |
import com.twitter.scalding._ | |
import scala.util.Random | |
/** | |
* This job is a tutorial of sorts for scalding's Execution[T] abstraction. | |
* It is a simple implementation of Lloyd's algorithm for k-means on 2D data. | |
* | |
* http://en.wikipedia.org/wiki/K-means_clustering |
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/** | |
* To get started: | |
* git clone https://github.com/twitter/algebird | |
* cd algebird | |
* ./sbt algebird-core/console | |
*/ | |
/** | |
* Let's get some data. Here is Alice in Wonderland, line by line | |
*/ |
tl;dr You should watch this.
It's interesting to me that a significant number of talks in this year's Strange Loop conference referenced a 1966 paper by Peter Landin called (somewhat tongue in cheek) "The Next 700 Programming Languages". In this paper, Landin describes a programming language which he says in a footnote might be aptly called "Church without the lambda" - but which in the paper is called "If You See What I Mean" (ISWIM).
Alvaro's talk delved deeply into the question of "What is the semantics or meaning of a program?" Alvaro's thesis is that the meaning of a program is to produce desired outcomes from a computing system but that current languages focus on
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{-# LANGUAGE TypeSynonymInstances #-} | |
import Data.Monoid | |
import Data.Maybe | |
-- How much water does a "histogram" hold? | |
-- | |
-- Inspired by Guy Steele's talk "Four Solutions to a Trivial Problem" | |
-- https://www.youtube.com/watch?v=ftcIcn8AmSY |
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