Metadata-Version: 2.1
Name: featurebox
Version: 0.0.835
Summary: this is an box contains tools for machine learning.Some of code are non-originality, just copy for use. All the referenced code are marked,details can be shown in their sources
Home-page: https://github.com/boliqq07/featurebox
Author: wangchangxin
Author-email: 986798607@qq.com
Maintainer: wangchangxin
License: UNKNOWN
Description: <div align="center">
          <img alt="featurebox" src="https://github.com/boliqq07/featurebox/blob/master/img.jpg">
        </div>
        
        [![Python Versions](https://img.shields.io/pypi/pyversions/featurebox.svg)](https://pypi.org/project/featurebox/)
        [![Version](https://img.shields.io/github/tag/boliqq07/featurebox.svg)](https://github.com/boliqq07/featurebox/releases/latest)
        ![pypi Versions](https://badge.fury.io/py/featurebox.svg)
        
        Featurebox
        ----------------------
        Featurebox is a Python library that implements a comprehensive set of machine learning tools for materials informatics.
        
        **Currently In Test Phase**
        
        Featurebox inspired by
        
        * XenonPy:https://github.com/yoshida-lab/XenonPy
        
        * matminer: https://hackingmaterials.github.io/matminer/ 
        
        Featurebox relied on 
        
        * deap:https://github.com/DEAP/deap
        
        * pymatgen:https://github.com/materialsproject/pymatgen
        
        Some helpful code can be copyed from these package and adapt to new environment. Infringement contents would be removed.
        
        Requirements
        ----------------------
        1. **pymatgen** recommend:
        ```bash
        conda install --channel conda-forge pymatgen
        ```
        Reference:https://github.com/materialsproject/pymatgen
        
        2. **deap** recommend:
        ```bash
        pip install deap
        ```
        Reference:https://github.com/DEAP/deap
        
        3. **minepy** recommend:
        ```bash
        pip install minepy
        ```
        Note:
        
        If VC++ needed for **windows**, please download from
        https://www.lfd.uci.edu/~gohlke/pythonlibs/ and install locally.
        
        Reference:https://minepy.readthedocs.io/en/latest/index.html
        
        
        Install
        ----------------------
        ```bash
        pip install featurebox
        ```
        License
        ----------------------
        GUN
        
Keywords: features,combination,selection
Platform: Windows
Platform: Unix
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Natural Language :: English
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: Unix
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Requires-Python: >=3.6
Description-Content-Type: text/markdown
