protlearn

Release 0.0.3

A Python package for extracting protein sequence features

Homepage PyPI Python

Keywords
amino, acids, proteins, peptides, preprocessing, feature, engineering, dimensionality, reduction, machine, learning, amino-acids, feature-extraction, machine-learning, protein, python
License
MIT
Install
pip install protlearn==0.0.3

Documentation

A Python package for extracting protein sequence features
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protlearn is a Python package for the feature extraction of amino acid sequences. It is comprised of three stages - preprocessing, feature computation, and subsequent dimensionality reduction. Currently, the package is being maintained for Python versions 3.6, 3.7, and 3.8.

Overview

For more information on how to use it, please refer to the documentation.

Installation

Dependencies

  • NumPy
  • Pandas
  • scikit-learn
  • xgboost
  • mlxtend
  • biopython

User Installation

PyPI

You can install protlearn with pip:

$ pip install protlearn

Conda

You can install protlearn with conda:

$ conda install -c conda-forge protlearn

Authors

This package is maintained by Thomas Dorfer.

License

This package is licensed under the MIT License.

Stats

Dependencies
6
Dependent packages
0
Dependent repositories
0
Total releases
17
Latest release
First release
Stars
15
Forks
4
Watchers
2
Contributors
2
Repository size
10 MB
SourceRank
8

Releases

0.0.3
0.0.2
0.0.1
1.9.4
1.9.3
1.9.2
1.9.1
1.9
1.8
1.7
See all 17 releases

Contributors

Thomas Dorfer shoji


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