Metadata-Version: 2.1
Name: ydot
Version: 0.0.5
Summary: R-like formulas for Spark Dataframes
Home-page: https://github.com/oneoffcoder/pyspark-formula
Author: Jee Vang
Author-email: vangjee@gmail.com
License: UNKNOWN
Description: ![ydot logo](https://ydot.readthedocs.io/en/latest/_images/logo.png)
        
        # ydot
        
        R-like formulas for Spark Dataframes.
        
        - [Documentation](https://ydot.readthedocs.io/)
        - [PyPi](https://pypi.org/project/ydot/) 
        - [Gitter](https://gitter.im/dataflava/ydot)
        
        Now you have the expressive power of R-like formulas to produce design matrices for your experimental needs. This API is based off of [patsy](https://patsy.readthedocs.io/en/latest/), but for use with Apache Spark dataframes. Given a Spark dataframe, you can express your design matrices with something that resembles the following.
        
        `y ~ x1 + x2 + (x3 + a + b)**2`
        
        Here's a short and sweet example.
        
        ```python
        from ydot.spark import smatrices
        
        spark_df = get_a_spark_dataframe()
        formula = 'y ~ x1 + x2 + (x3 + a + b)**2'
        y, X = smatrices(formula, spark_df)
        ```
        
        # Software Copyright
        
        ```
        Copyright 2020 One-Off Coder
        
        Licensed under the Apache License, Version 2.0 (the "License");
        you may not use this file except in compliance with the License.
        You may obtain a copy of the License at
        
            http://www.apache.org/licenses/LICENSE-2.0
        
        Unless required by applicable law or agreed to in writing, software
        distributed under the License is distributed on an "AS IS" BASIS,
        WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
        See the License for the specific language governing permissions and
        limitations under the License.
        ```
        
        # Book Copyright
        
        Copyright 2020 One-Off Coder
        
        This work is licensed under a [Creative Commons Attribution 4.0 International License](https://creativecommons.org/licenses/by/4.0/) by [One-Off Coder](https://www.oneoffcoder.com).
        
        ![Creative Commons Attribution 4.0 International License](https://i.creativecommons.org/l/by/4.0/88x31.png "Creative Commons Attribution 4.0 International License")
        
        # Art Copyright
        
        Copyright 2020 Daytchia Vang
        
        # Citation
        
        ```
        @misc{oneoffcoder_ydot_2020,
        title={ydot, R-like formulas for Spark Dataframes},
        url={https://github.com/oneoffcoder/pyspark-formula},
        author={Jee Vang},
        year={2020},
        month={Dec}}
        ```
        
Keywords: statistics pyspark formula patsy spark dataframe regression classification data machine learning artificial intelligence
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Development Status :: 5 - Production/Stable
Description-Content-Type: text/markdown
