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
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown

# 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


