Metadata-Version: 2.1
Name: tscore
Version: 0.0.1a0
Summary: TAIScore
Home-page: UNKNOWN
Author: Spencer
Author-email: spencercs.ai@gmail.com
License: not open source
Description: <div align="center">
            <img src="https://github.com/Spencerai/tscore/blob/master/pic/TAIScoreLogo.png" width="256px"/>
        </div>
        
        # TAIScore
           
        
        ## Install
        via pip
        ```bash
        pip install tscore
        ```
        
        via source code
        ```bash
        python setup.py install
        ```
        
        ## Usage
        ```python
        import tscore as ts
        
        ```
        
        ## Documents
        A simple API [docs](https://tscore.readthedocs.io/en/latest)
        
        ## Structure
        - tscore.base  
        base class and util function
        
        - tscore.data  
        get data and manage source data
        
        - tscore.preprocessing  
        data preprocessing  
        
        - tscore.features  
        feature engineering  
        
        - tscore.score_card  
        traditional logistic regression
        
        - tscore.interpreter  
        try to interpreter  black box model
        
        - tscore.metrics  
        model evalution
        
        - tscore.model_selection  
        model selection
        
        - tscore.machine_learning  
        score model with machine learning 
        
        - tscore.pipeline  
        pipeline build tools
        
        - tscore.deploy  
            - generate model deoply file
            - api for model online  
            - hard rules for logistic regression score card rules
        
        - tscore.plot  
        visual model
        
        - tscore.report  
        generate report for credit score model
        
        - tscore.risk_rules  
        generate risk rules from data 
        
        - tscore.monitor  
        model monitor
        
        ## Authors
        spencercs.ai@gmail.com
Platform: UNKNOWN
Classifier: Operating System :: POSIX
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: MacOS :: MacOS X
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Requires-Python: >3.5
Description-Content-Type: text/markdown
