https://github.com/epistasislab/conservation-machine-learning

Conservation Machine Learning
https://github.com/epistasislab/conservation-machine-learning

Last synced: 2 months ago
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Conservation Machine Learning

• Host: GitHub
• URL: https://github.com/epistasislab/conservation-machine-learning
• Owner: EpistasisLab
• License: gpl-3.0
• Created: 2020-07-30T16:42:22.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2022-06-09T09:58:54.000Z (about 4 years ago)
• Last Synced: 2025-12-25T16:16:52.519Z (6 months ago)
• Language: Python
• Homepage:
• Size: 33.2 KB
• Stars: 1
• Watchers: 0
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# Conservation Machine Learning

* `cml-bdm.py`: The code accompanying the paper: [M. Sipper and J. H. Moore, "Conservation Machine Learning", _BioData Mining_, 2020](https://biodatamining.biomedcentral.com/articles/10.1186/s13040-020-00220-z). 

* `crf.py`: The code accompanying the paper: [M. Sipper and J. H. Moore, "Conservation Machine Learning: A Case Study of Random Forests", _Nature Scientific Reports_, 2021](https://www.nature.com/articles/s41598-021-83247-4). 

If you wish to cite this work:

```

@article{sipper2021conservation,

  title={Conservation machine learning: a case study of random forests},

  author={Sipper, Moshe and Moore, Jason H},

  journal={Scientific Reports},

  volume={11},

  number={1},

  pages={1--6},

  year={2021},

  publisher={Nature Publishing Group}

}

@misc{sipper2020conservation,

  title={Conservation machine learning},

  author={Sipper, Moshe and Moore, Jason H},

  journal={BioData Mining},

  volume={13},

  number={1},

  pages={1--4},

  year={2020},

  publisher={BioMed Central}

}

```