woodwork 0.29.0

a data typing library for machine learning

Stars: 137, Watchers: 137, Forks: 19, Open Issues: 161

The alteryx/woodwork repo was created 3 years ago and the last code push was 2 days ago.
The project is popular with 137 github stars!

How to Install woodwork

You can install woodwork using pip

pip install woodwork

or add it to a project with poetry

poetry add woodwork

Package Details

Author

License

BSD 3-Clause License Copyright (c) 2019, Alteryx, Inc. All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. * Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

Homepage

PyPi:

https://pypi.org/project/woodwork/

Documentation:

https://woodwork.alteryx.com

GitHub Repo:

https://github.com/alteryx/woodwork

Classifiers

• Scientific/Engineering
• Software Development

Related Packages

Errors

A list of common woodwork errors.

Code Examples

Here are some woodwork code examples and snippets.

GitHub Issues

The woodwork package has 161 open issues on GitHub

• Automated Latest Dependency Updates
• Add inference function for Binary Logical Type
• Calculate nunique for Unknown columns in _get_describe_dict
• Add Binary LogicalType
• Allow Tuple NaN LatLong Values
• SPIKE: Refactor serialization/deserialization to better enable updates
• Investigate how NaNs affect inference
• Apply pyright to Woodwork
• Validate email address logical types
• Add Chatterjee correlation
• Add CurrencyCode Logical Type (ISO 4217)
• Allow LatLong columns to have 2 NaN representations (tuple NaN, single NaN)
• Read parquet files created with df.ww.to_parquet
• Add df.ww.to_arrow method to save data and typing info in specified file
• Add df.ww.to_parquet method to save data and typing info in specified file

See more issues on GitHub