Metadata-Version: 2.1
Name: analysis-tools
Version: 0.0.3
Summary: Analysis tools for machine learning projects
Home-page: https://github.com/djy-git/analysis-tools
Author: Dongjin Yoon
Author-email: djyoon0223@gmail.com
License: UNKNOWN
Description: # 데이터 분석 및 시각화 도구
        
        ## 1. Usage
        ### 1.1 Install
        ```bash
        $ pip install analysis-tools
        ```
        
        ## 1.2 Example code
        ```python
        from analysis_tools.EDA.EDA import *
        
        
        data_train = pd.read_csv(join(PATH.INPUT, 'train.csv'))
        data_test  = pd.read_csv(join(PATH.INPUT, 'test.csv'))
        data       = pd.concat([data_train, data_test])
        data.set_index('PassengerId', inplace=True)
        target_feature = 'Survived'
        
        X, y = data.drop(columns=target_feature), data[target_feature]
        eda = EDA(data, target=target_feature, save_path=PATH.RESULT)
        ordinal_features = ['Pclass', 'SibSp', 'Parch']
        nominal_features = ['Survived', 'Name', 'Sex', 'Ticket', 'Cabin', 'Embarked']
        eda.set_types(ord=ordinal_features, nom=nominal_features)
        eda.run()
        ```
        
        자세한 내용은 [examples/1_titanic/main.ipynb](examples/1_titanic/main.ipynb)를 참고
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
