pySCM
A fast implementation of the Set Covering Machine algorithm using a dynamic programming algorithm to select the rules of greatest utility.
Marchand, M., & Taylor, J. S. (2003). The set covering machine. Journal of Machine Learning Research, 3, 723–746.
Installation
pip install pyscm-ml
or locally with
python -m pip install -e .
Running tests
python -m pip install pytest
python -m pytest
Contributors
- Alexandre Drouin (package maintainer)
- Baptiste Bauvin
- Francis Brochu
- Gaël Letarte St-Pierre
- Mazid Osseni
- Pier-Luc Plante
- Thibaud Godon
1 maintainer
Release files for pyscm-ml 1.1.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| pyscm_ml-1.1.2.tar.gz | 26.0 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| pyscm_ml-1.1.2-cp310-cp310-macosx_14_0_arm64.whl | CPython 3.10 | CPython 3.10 | macOS 14.0+ ARM64 | Details |
Total release size: 58.0 kB
Release files / pyscm_ml-1.1.2.tar.gz
| Download URL | pyscm_ml-1.1.2.tar.gz |
|---|---|
| Size | 26.0 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.1 CPython/3.10.13
|
Release files / pyscm_ml-1.1.2-cp310-cp310-macosx_14_0_arm64.whl
| Download URL | pyscm_ml-1.1.2-cp310-cp310-macosx_14_0_arm64.whl |
|---|---|
| Size | 32.0 kB |
| Tags | CPython 3.10 macOS 14.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.1 CPython/3.10.13
|
