https://github.com/ayrat555/clope

Elixir implementation of CLOPE: A Fast and Effective Clustering Algorithm for Transactional Data
https://github.com/ayrat555/clope

categorical-attributes clustering clustering-algorithm elixir

Last synced: about 2 months ago
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Elixir implementation of CLOPE: A Fast and Effective Clustering Algorithm for Transactional Data

• Host: GitHub
• URL: https://github.com/ayrat555/clope
• Owner: ayrat555
• Created: 2017-04-09T14:18:18.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2020-07-14T12:57:50.000Z (over 4 years ago)
• Last Synced: 2024-05-01T14:58:35.002Z (7 months ago)
• Topics: categorical-attributes, clustering, clustering-algorithm, elixir
• Language: Elixir
• Homepage:
• Size: 46.9 KB
• Stars: 20
• Watchers: 2
• Forks: 2
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md

Awesome Lists containing this project

• freaking_awesome_elixir - Elixir - Elixir implementation of [CLOPE](http://www.inf.ufrgs.br/~alvares/CMP259DCBD/clope.pdf): A Fast and Effective Clustering Algorithm for Transactional Data. (Algorithms and Data structures)
• fucking-awesome-elixir - clope - Elixir implementation of CLOPE: A Fast and Effective Clustering Algorithm for Transactional Data. (Algorithms and Data structures)
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README

        
# Clope

CLOPE: A Fast and Effective Clustering Algorithm for Transactional Data

The algorithm's description

http://www.inf.ufrgs.br/~alvares/CMP259DCBD/clope.pdf

## Installation

If [available in Hex](https://hex.pm/docs/publish), the package can be installed as:

  1. Add `clope` to your list of dependencies in `mix.exs`:

```elixir

  def deps do

    [{:clope, "~> 0.1.4"}]

  end

```

  2. Ensure `clope` is started before your application:

```elixir

  def application do

    [applications: [:clope]]

  end

```

## How to use

```elixir

iex> input = [

  {"transaction1", ["object1", "object2", "object3"]},

  {"transaction2", ["object1", "object5"]},

  {"transaction3", ["object2", "object3"]},

  {"transaction4", ["object1", "object5"]}

]

iex> result = input |> Clope.clusterize(2)

[

  [

    {"transaction1", ["object1", "object2", "object3"]},

    {"transaction3", ["object2", "object3"]}

  ],

  [

    {"transaction2", ["object1", "object5"]},

    {"transaction4", ["object1", "object5"]}

  ]

]

```