Metadata-Version: 2.1
Name: bias-correction
Version: 0.2
Summary: python library for bias_correction
Home-page: https://github.com/pankajkarman/bias_correction
Author: Pankaj Kumar
Author-email: pankaj.kmr1990@gmail.com
License: MIT
Description: ### About
        
        The module `bias_correction` consists of functions to perform bias correction of datasets to remove biases across datasets. Implemented methods include [quantile mapping](https://rmets.onlinelibrary.wiley.com/doi/pdf/10.1002/joc.2168), [modified quantile mapping](https://www.sciencedirect.com/science/article/abs/pii/S0034425716302000?via%3Dihub) , [scaled distribution mapping (Gamma and Normal Corrections)](https://www.hydrol-earth-syst-sci.net/21/2649/2017/). 
        
        ### Installation
        
        ```
        pip install bias-correction
        ```
        ### Usage
        
        `bias_correction` is easy to use. Just import:
        
        ```python
        from bias_correction import BiasCorrection
        ```
        Instantiate the bias correction class as:
        ```python
        bc = BiasCorrection(reference, model, data_to_be_corrected)
        ```
        
        Perform correction specifying the method to be used:
        ```python
        corrected = bc.correct(method='gamma_mapping')
        ```
Platform: UNKNOWN
Requires-Python: >=3.6
Description-Content-Type: text/markdown
