Python Package with quality covers C++ extension
Project description
Quality covers
Quality covers is a pattern mining algorithm.
How to use
pip install --upgrade quality_covers
Transactional file
If your file looks like this
chess.dat:
1 3 5 7 10
1 3 5 7 10
1 3 5 8 9
1 3 6 7 9
1 3 6 8 9
use
import quality_covers
quality_covers.run_classic_size("chess.dat", False)
Binary file
If your file looks like this
chess.data:
1 0 1 0 1 0 1 0 0 1
1 0 1 0 1 0 1 0 0 1
1 0 1 0 1 0 0 1 1 0
1 0 1 0 0 1 1 0 1 0
1 0 1 0 0 1 0 1 1 0
use
import quality_covers
quality_covers.run_classic_size("chess.data", True)
Output of the functions
The functions will create two files in current directory:
- chess.data.out: the result file
- chess.data.clock: information about time execution
More info
Paper associated
To come
Research lab
More tools about association rules
Authors
Amira Mouakher (amira.mouakher@u-bourgogne.fr) Nicolas Gros (nicolas.gros01@u-bourgogne.fr) Sebastien Gerin (sebastien.gerin@sayens.fr)
Project details
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