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@azymnis
azymnis / KMeansJob.scala
Created October 23, 2014 23:07
K-Means in scalding
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
@johnynek
johnynek / AliceInAggregatorLand.scala
Last active January 24, 2024 19:38
A REPL Example of using Aggregators in scala
/**
* 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
*/
@jadeallenx
jadeallenx / alvaro.md
Last active November 25, 2015 19:14
Yeah, I think I See What You Mean

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

@Teggy
Teggy / four-solutions-to-a-trivial-problem.hs
Last active December 21, 2024 10:21
A Haskell "transcript" of Guy Steele's talk "Four Solutions to a Trivial Problem" (https://www.youtube.com/watch?v=ftcIcn8AmSY)
{-# 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