pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more [Moved to: https://github.com/pandas-dev/pandas] (by pydata)
gurobipy-pandas
Convenience wrapper for building optimization models from pandas data (by Gurobi)
| pandas | gurobipy-pandas | |
|---|---|---|
| 1 | 1 | |
| 33,264 | 76 | |
| - | - | |
| 10.0 | 6.9 | |
| about 2 years ago | 2 months ago | |
| Python | HTML | |
| BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pandas
Posts with mentions or reviews of pandas.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Does pandas iterrows have performance issues?
This discussion on GitHub led me to believe it is caused when mixing dtypes in the dataframe, however the simple example below shows it is there even when using one dtype (float64). This takes 36 seconds on my machine:
gurobipy-pandas
Posts with mentions or reviews of gurobipy-pandas.
We have used some of these posts to build our list of alternatives
and similar projects.
What are some alternatives?
When comparing pandas and gurobipy-pandas you can also consider the following projects:
pandas-datareader - Extract data from a wide range of Internet sources into a pandas DataFrame.
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
datasloth - Natural language Pandas queries and data generation powered by GPT-3
AWS Data Wrangler - pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
pandas-chat - pandas-ai is a python library that uses ChatGPT prompts to analyze and process pandas data in a conversational way.