Metadata-Version: 2.1
Name: analysis-tools
Version: 0.0.4
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: # Analysis tools for Machine learning projects
        
        ## 1. Install
        ```bash
        $ pip install analysis-tools
        ```
        
        ## 2. Tutorial
        ```python
        from analysis_tools.common import *
        from analysis_tools.eda import *
        from sklearn.datasets import fetch_openml
        
        
        data   = fetch_openml('titanic', version=1, as_frame=True, data_home='.')
        target = 'survived'
        
        num_features       = ['age', 'sibsp', 'parch', 'fare']
        cat_features       = data.columns.drop(num_features)
        data[num_features] = data[num_features].astype(np.float32)
        data[cat_features] = data[cat_features].astype('category')
        
        plot_missing_value(data)
        plot_features(data, n_cols=3)
        plot_corr(data)
        plot_features_target(data, target)
        ```
        
        
        자세한 내용은 [examples/1_titanic/main.ipynb](examples/1_titanic/main.ipynb)를 참고
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
