Metadata-Version: 2.1
Name: MONarchy
Version: 1.0.7
Summary: MON (Meadian of meaNs)
Home-page: https://github.com/prise-3d/MONarchy
Maintainer: Samuel DELEPOULLE
Maintainer-email: samuel.delepoulle@univ-littoral.fr
License: MIT
Description: # MONarchy module for MON estimators #
        
        ![](https://img.shields.io/github/workflow/status/prise-3d/MONarchy/build?style=flat-square) ![](https://img.shields.io/pypi/v/MONarchy?style=flat-square) ![](https://img.shields.io/pypi/dm/MONarchy?style=flat-square)
        
        ## MONArchy provides : ##
        - estimation functions using MON and derivative methods
        - The MONArchy class to call each function on a set of data
        
        ## Analyse.py ##
        - Analyse : to load data and return a JSON file with estimations and descriptive statistics
        
        exemple : 
        ```
        a = Analyse(path)
        print(a.head())
        
        print(a.infos())
        a.save_graph("0_0_R","fig.png")
        ```
        with 
        - ``path`` : the path of a CSV file (string)
        - ``column_name`` : the column name (string)
        
        produce a JSON file with statistical estimators
        
        ## Changelog 
        
        ### 1.0.7
        - correct requirements.txt
        
        ### 1.0.6
        - add save_graph in Analyse
        
        ### 1.0.5 
        - add bayesian MoN 
        
        ## Refercences 
        
        @article{orenstein_robust_2019,
        	title = {Robust Mean Estimation with the Bayesian Median of Means},
        	url = {http://arxiv.org/abs/1906.01204},
        	journaltitle = {{arXiv}:1906.01204 [math, stat]},
        	author = {Orenstein, Paulo},
        	urldate = {2021-04-08},
        	date = {2019-06-04},
        	eprinttype = {arxiv},
        	eprint = {1906.01204},
        	keywords = {Bayesian, Estimators, {MON}, Math, Mathematics - Statistics Theory, Statistics - Methodology},
        }
        
        
        
        # License
        
        [MIT](LICENSE)
        
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.7
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Utilities
Description-Content-Type: text/markdown
