Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/kmedian/grouplabelencode
Encode grouped/mapped labels
https://github.com/kmedian/grouplabelencode
pypi
Last synced: about 1 month ago
JSON representation
Encode grouped/mapped labels
- Host: GitHub
- URL: https://github.com/kmedian/grouplabelencode
- Owner: kmedian
- License: mit
- Created: 2018-10-02T09:59:30.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-12-01T11:38:18.000Z (about 5 years ago)
- Last Synced: 2024-12-16T13:56:44.482Z (2 months ago)
- Topics: pypi
- Language: Jupyter Notebook
- Size: 21.5 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGES.md
- License: LICENSE
Awesome Lists containing this project
README
[](https://travis-ci.org/kmedian/grouplabelencode)
[](https://mybinder.org/v2/gh/kmedian/grouplabelencode/master?urlpath=lab)
[](https://gitpod.io#https://github.com/kmedian/grouplabelencode)# grouplabelencode
## Table of Contents
* [Installation](#installation)
* [Usage](#usage)
* [Commands](#commands)
* [Support](#support)
* [Contributing](#contributing)## Installation
The `grouplabelencode` [git repo](http://github.com/kmedian/grouplabelencode) is available as [PyPi package](https://pypi.org/project/grouplabelencode)```
pip install grouplabelencode
```## Usage
```
from grouplabelencode import grouplabelencode
data = ['a', 'b', 3, 3, 'b', 'b', 'e', 'z', 'd', 'a', 'unknown'] # raw data
groups = [['a', 'b', 3], ['d', 'e']] # mapping for 2 groups
encoded = grouplabelencode(data, groups, nastate=True)
print(encoded)
# [0, 0, 0, 0, 0, 0, 1, 2, 1, 0, 2] # 2: NA state
```Check the [examples](http://github.com/kmedian/grouplabelencode/examples) folder for notebooks.
## Commands
Install a virtual environment```
python3 -m venv .venv # see note below
source .venv/bin/activate
pip3 install --upgrade pip
pip3 install -r requirements.txt
pip3 install jupyterlab # and other packages required for demo
```(If your git repo is stored in a folder with whitespaces, then don't use the subfolder `.venv`. Use an absolute path without whitespaces.)
Python commands
* Jupyter for the examples: `jupyter lab`
* Check syntax: `flake8 --ignore=F401 --exclude=$(grep -v '^#' .gitignore | xargs | sed -e 's/ /,/g')`
* Run Unit Tests: `python -W ignore -m unittest discover`
* Upload to PyPi with twine: `python setup.py sdist && twine upload -r pypi dist/*`Clean up
```
find . -type f -name "*.pyc" | xargs rm
find . -type d -name "__pycache__" | xargs rm -r
rm -r .pytest_cache
rm -r .venv
```## Debugging
* Notebooks to profile python code are in the [profile](profile) folder## Support
Please [open an issue](https://github.com/kmedian/grouplabelencode/issues/new) for support.## Contributing
Please contribute using [Github Flow](https://guides.github.com/introduction/flow/). Create a branch, add commits, and [open a pull request](https://github.com/kmedian/grouplabelencode/compare/).