Metadata-Version: 2.1
Name: outlier
Version: 0.2
Summary: outlier
Home-page: https://github.com/archongum/outlier
Author: archon
Author-email: qq349074225@live.com
License: apache
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 3
Description-Content-Type: text/markdown
Requires-Dist: numpy

# Usage

```python
def remove_outlier(df, col, partitionby=None, kernel='both', n_std=2, eps=1e-5):
    """
    :param col: label column
    :param partitionby: remove outliers in each partition
    :param kernel: kernel options: ["std", "quartile", "both"]
    :type df: pandas.DataFrame
    :type col: str
    :type partitionby: list
    :type kernel: str
    :type n_std: int
    :type eps: float
    :return: pandas.DataFrame
    """
```

