Metadata-Version: 2.1
Name: bbp4adg
Version: 0.1.0
Summary: BoostedBuidlingProcessForADG
Home-page: https://github.com/S2thend/BoostedBuidlingProcessForADG
Author: Borui Cai
Author-email: borui_cai@qq.com
License: UNKNOWN
Description: # BoostedBuidlingProcessForADG
        [![pypi badge](https://img.shields.io/badge/PyPi-0.1.0-blue.svg)](https://pypi.org/project/bbp4adg/#description)
        [![License badge](https://img.shields.io/badge/License-MIT-<COLOR>.svg)](https://shields.io/)
        [![Contributor Covenant](https://img.shields.io/badge/Contributor%20Covenant-2.1-4baaaa.svg)](https://www.contributor-covenant.org/version/2/1/code_of_conduct/code_of_conduct.md)
        
        Implementation of A novel machine learning method for my researches in this field.
        
        This method is only for binary classification tasks up until current version.
        
        ## Quick Start
        
        ### install
        ```sh
        pip install bbp4adg
        ```
        
        ### import and initialize:
        ```py
        # from exports import BBP, ADG
        from bbp4adg import BBP, ADG
        
        adg = BBP(threshold=delta)
        ```
        
        ### start training
        ```py
        # Or adg = ADG(threshold=delta) for original adg
        model, perf =adg.fit(X,y)
        print('arguments count:', len(model.arguments)) 
        print(model.arguments)
        print('relations count:', len(model.relations))
        print(model.relations)
        print("accuracy:", perf)
        ```
        
        ### evaluate on test set
        ```py
        print("test accuracy:", adg.score(X_test,y_test))
        ```
        
        ## ToDos
        1. more comments
        2. doc tests
        3. more semantics than grounded
        
        ## How to contribute
        Issues and PRs are welcomed.
        
        Please read the [contributing document](https://github.com/S2thend/BoostedBuidlingProcessForADG/blob/main/CONTRIBUTING.md).
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
