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, the package can be installed as:

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

```
def deps do
  [{:clope, "~> 0.1.0"}]
end
```

2. Ensure clope is started before your application:

```
def application do
  [applications: [:clope]]
end
```

How to use

'''
  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"]}
    ]
  ]
'''