Metadata-Version: 2.1
Name: thermoencoder
Version: 0.1.1
Summary: Thermometer Encoding for ordinal variables
Home-page: http://github.com/kmedian/thermoencoder
Author: Ulf Hamster
Author-email: 554c46@gmail.com
License: MIT
Description: [![Build Status](https://travis-ci.org/kmedian/thermoencoder.svg?branch=master)](https://travis-ci.org/kmedian/thermoencoder)
        [![Binder](https://mybinder.org/badge.svg)](https://mybinder.org/v2/gh/kmedian/thermoencoder/master?urlpath=lab)
        
        # thermoencoder
        
        
        ## Table of Contents
        * [Installation](#installation)
        * [Usage](#usage)
        * [Commands](#commands)
        * [Support](#support)
        * [Contributing](#contributing)
        
        
        ## Installation
        The `thermoencoder` [git repo](http://github.com/kmedian/thermoencoder) is available as [PyPi package](https://pypi.org/project/thermoencoder)
        
        ```
        pip install thermoencoder
        ```
        
        
        ## Usage
        Check the [examples](http://github.com/kmedian/thermoencoder/examples) folder for notebooks.
        
        
        ```
        X = [[0, 0], [1, 1], [3, 5]]  # two ordinal features with 3 samples
        from thermoencoder import ThermoEncoder
        enc = ThermoEncoder()
        Z = enc.fit_transform(X)  # encode
        X_back = enc.inverse_transform(Z)  # decode
        ```
        
        
        ## Commands
        * Check syntax: `flake8 --ignore=F401`
        * Run Unit Tests: `python -W ignore -m unittest discover`
        * Remove `.pyc` files: `find . -type f -name "*.pyc" | xargs rm`
        * Remove `__pycache__` folders: `find . -type d -name "__pycache__" | xargs rm -rf`
        * Upload to PyPi: `python setup.py sdist upload -r pypi`
        * Upload to PyPi with twine: `python setup.py sdist && twine upload -r pypi dist/*`
        
        
        ## Debugging
        * Notebooks to profile python code are in the [profile](profile) folder
        
        
        ## Support
        Please [open an issue](https://github.com/kmedian/thermoencoder/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/thermoencoder/compare/).
        
Platform: UNKNOWN
Requires-Python: >=3.6
Description-Content-Type: text/markdown
