dci
| Crates.io | dci |
| lib.rs | dci |
| version | 0.3.0 |
| created_at | 2020-10-10 22:19:44.37738+00 |
| updated_at | 2020-10-19 23:03:55.793448+00 |
| description | DCI-Closed, a frequent closed itemset mining algorithm, implemented in Rust |
| homepage | |
| repository | https://github.com/gahag/dci |
| max_upload_size | |
| id | 298196 |
| size | 21,012 |
gahag (gahag)
documentation
README
DCI-Closed
DCI-Closed, a frequent closed itemset mining algorithm, implemented in Rust.
Features
- Two flavors: sequential and parallel.
- Dataset generic: you can use your own dataset type.
- Optional bitmatrix dataset support.
- No unsafe code.
Background
The implementation is based on the original paper, by Lucchese, C. et al. The parallel flavor is a trivial Rayon spin of the original algorithm.
Changelog
- 0.3.0:
Bugfix: report the closed set of all items which occur in all transactions.
Replace vector return type with boxed slice. - 0.2.0: Add
Into<BitMatrix>implementation forMatrix. - 0.1.0: Initial version.
Licence
dci is licenced under the MIT Licence.