modin

Modin: Scale your Pandas workflows by changing a single line of code (by modin-project)

Modin Alternatives

Similar projects and alternatives to modin

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better modin alternative or higher similarity.

modin reviews and mentions

Posts with mentions or reviews of modin. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-15.
  • The Distributed Tensor Algebra Compiler (2022)
    4 projects | news.ycombinator.com | 15 Jun 2023
  • A Polars exploration into Kedro
    6 projects | dev.to | 17 May 2023
    The interesting thing about Polars is that it does not try to be a drop-in replacement to pandas, like Dask, cuDF, or Modin, and instead has its own expressive API. Despite being a young project, it quickly got popular thanks to its easy installation process and its “lightning fast” performance.
  • Modern Polars: an extensive side-by-side comparison of Polars and Pandas
    5 projects | news.ycombinator.com | 7 Jan 2023
    Yeah, tried Polars a couple of times: the API seems worse than Pandas to me too. eg the decision only to support autoincrementing integer indexes seems like it would make debugging "hmmm, that answer is wrong, what exactly did I select?" bugs much more annoying. Polars docs write "blazingly fast" all over them but I doubt that is a compelling point for people using single-node dataframe libraries. It isn't for me.

    Modin (https://github.com/modin-project/modin) seems more promising at this point, particularly since a migration path for standing Pandas code is highly desirable.

  • Working with more than 10gb csv
    3 projects | /r/datascience | 5 Oct 2022
    Modin should fit. It implements Pandas APIs with e.g. Ray as backend. https://github.com/modin-project/modin
  • Modern Python Performance Considerations
    8 projects | news.ycombinator.com | 5 May 2022
  • How to Speed Up Pandas with 1 Line of Code
    2 projects | /r/Python | 3 Mar 2021
    The pandas library provides easy-to-use data structures like pandas DataFrames as well as tools for data analysis. One issue with pandas is that it can be slow with large amounts of data. It wasn’t designed for analyzing 100 GB or 1 TB datasets. Fortunately, there is the Modin library which has benefits like the ability to scale your pandas workflows by changing one line of code and integration with the Python ecosystem and Ray clusters
    2 projects | /r/Python | 3 Mar 2021
  • A note from our sponsor - Sonar
    www.sonarsource.com | 4 Oct 2023
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Stats

Basic modin repo stats
11
8,987
9.6
7 days ago

modin-project/modin is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of modin is Python.

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