Metadata-Version: 2.1
Name: probatus
Version: 1.3.0
Summary: Tools for machine learning model validation
Home-page: https://gitlab.com/ing_rpaa/probatus
Author: ING Bank N.V.
Author-email: ml_risk_and_pricing_aa@ing.com
License: MIT License
Description: <img src="docs/source/logo_large_white.png" width="120" align="right">
        
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        # Probatus
        
        ## Overview
        
        **Probatus** is a Python library that standardizes and collects different validation steps to be performed on the models. It focuses on binary classification models to test and measure model robustness. 
        
        ## Installation
        
        In order to install probatus you need to use Python 3.6 or higher.
        
        You can install probatus using pip:
        
        ```bash
        pip install probatus
        ```
        
        Alternatively you can fork/clone and run:
        
        ```bash
        git clone https://gitlab.com/ing_rpaa/probatus.git
        cd probatus
        pip install .
        ```
        
        #### Dependencies
        
        Probatus requires to install:
        
        - scikit-learn (>= 0.22.2)
        - pandas (>= 0.25)
        - matplotlib (>= 3.1.1)
        - scipy (>= 1.4.0)
        - joblib (>= 0.13.2)
        - tqdm (>= 4.41.0)
        - shap (>=0.36.0)
        
        
        For packages required for development, please refer to requirements.txt.
        
        ## Documentation
        
        Latest documentation can be found [here](https://probatus.readthedocs.io/en/latest/).
        
        ## Contribution
        
        To learn more about making a contribution to probatus, please see [`CONTRIBUTING.md`](CONTRIBUTING.md).
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
