Metadata-Version: 2.1
Name: insolver
Version: 0.4.2.dev4
Summary: Mindset insurance scoring
Home-page: https://github.com/MindSetLib/MS-InsuranceScoring
Author: Mindset
Author-email: request@mind-set.ru
License: MIT
Description: # Insolver
        
        Mindset insurance scoring - product repository
        
        ## Installation:
        
        ```shell
        pip install insolver
        ```
        ### Post-install:
        
        To fix displaying plotly figs in jyputerlab install:
        ```shell
        jupyter labextension install jupyterlab-plotly
        ```
        
        In case of problem with `pyodbc` you may need to install:
        ```shell
        sudo apt install unixodbc-dev
        ```
        
        
        ## Quickstart:
        
        ```python
        # short example
        ```
        
        ## Examples:
        
        - [private motor French insurer dataset](https://github.com/MindSetLib/MS-InsuranceScoring/blob/master/examples/Insolver_FreMPL.ipynb)
        - [US  traffic accident dataset](https://github.com/MindSetLib/MS-InsuranceScoring/blob/master/examples/Insolver_US_Accidents.ipynb)
        
        ## Documentation:
        
        will be here soon
        
        ## Supported libraries:
        
        Libs:
        - sklearn
        - H2O
        
        Boosting models:
        - XGBoost
        - LightGBM
        - CatBoost
        
        Model interpretation:
        - shap plots
        
        Serving (REST-API):
        - flask
        - fastapi
        
        
        ### Run tests:
        ```shell
        python -m pytest
        ```
        
        tests with coverage:
        ```shell
        python -m pytest --cov=insolver; coverage html; xdg-open htmlcov/index.html
        ```
        
        
        ## Contributing to Insolver:
        
        Please, feel free to open an issue or/and suggest PR, if you find any bugs or any enhancements.
        
Keywords: ML insurance scoring
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Requires-Python: >=3.6
Description-Content-Type: text/markdown
