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@debasishg
debasishg / gist:8172796
Last active March 15, 2024 15:05
A collection of links for streaming algorithms and data structures

General Background and Overview

  1. Probabilistic Data Structures for Web Analytics and Data Mining : A great overview of the space of probabilistic data structures and how they are used in approximation algorithm implementation.
  2. Models and Issues in Data Stream Systems
  3. Philippe Flajolet’s contribution to streaming algorithms : A presentation by Jérémie Lumbroso that visits some of the hostorical perspectives and how it all began with Flajolet
  4. Approximate Frequency Counts over Data Streams by Gurmeet Singh Manku & Rajeev Motwani : One of the early papers on the subject.
  5. [Methods for Finding Frequent Items in Data Streams](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.187.9800&rep=rep1&t
@tonymorris
tonymorris / type-class.scala
Last active December 23, 2015 04:18
Scala type-class hierarchy
import annotation._
case class Pronunciation(pronounce: String) extends StaticAnnotation
case class Law(name: String, denotation: String) extends StaticAnnotation
trait ~>[F[_], G[_]] {
def apply[A]: F[A] => G[A]
}
case class Id[A](x: A)
@swlaschin
swlaschin / type-dependency-graph.fsx
Last active March 4, 2021 19:24
This script analyzes the dependencies between top level types in a .NET Assembly. It is then used to compare the dependency relationships in some F# projects with those in some C# projects.
(*
This script analyzes the dependencies between top level types in a .NET Assembly.
It is then used to compare the dependency relationships in some F# projects with those in some C# projects.
Note that no attempt has been made to optimize the code yet!
REQUIRES:
* Mono.Cecil for code analysis
From http://www.mono-project.com/Cecil#Download
@tonymorris
tonymorris / TypeClass.hs
Last active September 15, 2020 13:17
Type-class hierarchy
Moved to https://github.com/tonymorris/type-class