Description:
gurobipypandas 1.1.4
gurobipy-pandas: Convenience wrapper for building optimization models from pandas data
gurobipy-pandas is a convenient (optional) wrapper to connect pandas with gurobipy. It enables users to more easily and efficiently build mathematical optimization models from data stored in DataFrames and Series, and to read solutions back directly as pandas objects.
gurobipy-pandas is aimed at experienced pandas users who are familiar with methods to transform, group, and aggregate data stored in dataframes. It expects some familiarity with optimization modelling, but does not require deep experience with gurobipy.
Features
gurobipy-pandas allows users to:
create gurobipy variables tied to the index of a series or dataframe
construct constraints row-wise using algebraic expressions
read model solutions and constraint slacks natively as pandas series
Installation
pip install gurobipy-pandas
Dependencies
gurobipy: Python modelling interface for the Gurobi Optimizer
pandas: powerful Python data analysis toolkit
Documentation
Full documentation for gurobipy-pandas is hosted on readthedocs.
License
gurobipy-pandas is distributed under the terms of the Apache License 2.0.
Contact Us
For questions related to using gurobipy-pandas please use the Gurobi Community Forum.
For reporting bugs, issues and feature requests, specific to gurobipy-pandas, please open an issue.
If you encounter issues with Gurobi or gurobipy please contact Gurobi Support.
Contributors
Simon Bowly (maintainer)
Robert Luce (maintainer)
Irv Lustig Princeton Consultants
Robert Randall Princeton Consultants
Webinar
Slides for the 2023 webinars presenting this package can be found at webinar/webinar.ipynb. The notebook will be presented as RISE slides, but can also be executed in Jupyter.
License
For personal and professional use. You cannot resell or redistribute these repositories in their original state.
Customer Reviews
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