nbdime VS Pandas

Compare nbdime vs Pandas and see what are their differences.

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 (by pandas-dev)
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nbdime Pandas
7 397
2,596 42,039
0.3% 0.7%
8.4 10.0
4 days ago 2 days ago
TypeScript Python
GNU General Public License v3.0 or later BSD 3-clause "New" or "Revised" License
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.

nbdime

Posts with mentions or reviews of nbdime. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-18.
  • Stuff I Learned during Hanukkah of Data 2023
    5 projects | dev.to | 18 Dec 2023
    I remember hearing about nbdime and thinking it sounded useful, but I've never really needed it since I rarely use Jupyter in the first place. But then I made some changes to my Hanukkah of Data 2023 notebook to work with the follow-up "speed run" challenge (a new dataset and slightly tweaked clues), and the native Git diff was too noisy to be useful. nbdime came to the rescue! Here are the changes I had to make for days 2 and 3 during the speed run:
  • The Jupyter+Git problem is now solved
    7 projects | news.ycombinator.com | 19 Jul 2023
  • Ask HN: Are there any good Diff tools for Jupyter Notebooks?
    9 projects | news.ycombinator.com | 22 May 2022
    [5] ReviewNB for reviewing & diff'ing notebook PRs / Commits on GitHub

    Disclaimer: While I’m the author of last two (GitPlus & ReviewNB), I’ve represented the overall landscape in an unbiased way. I've been working on this specific problem for 3+ years & regularly talk to teams who use GitHub with notebooks.

    [1] https://nbdime.readthedocs.io

  • Notebooks suck: change my mind
    10 projects | /r/Python | 11 Feb 2022
  • What if Git worked with Programming Languages?
    17 projects | news.ycombinator.com | 27 Sep 2021
    Interesting they mentioned Jupyter Notebooks but not NBDime https://github.com/jupyter/nbdime which is a Jupyter plugin specifically to address this problem. Without it, diffing notebooks is not feasible.
  • Jupyter diff in Magit
    1 project | /r/emacs | 16 Jun 2021
    A bit off-topic but someone might know; I'm working with jupyter notebook files (ipynb) which are basically json files. Git diff is very noisy so there's nbdime which works great in the CLI. Is there a way to have Magit aware of its integration with git diff?
  • The Notepad++
    1 project | /r/ProgrammerHumor | 6 May 2021
    I use nbdime which allows you to ignore parts of a notebook (e.g. outputs) when diffing.

Pandas

Posts with mentions or reviews of Pandas. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-05-04.

What are some alternatives?

When comparing nbdime and Pandas you can also consider the following projects:

jupytext - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts

Cubes - [NOT MAINTAINED] Light-weight Python OLAP framework for multi-dimensional data analysis

poetry-dynamic-versioning - Plugin for Poetry to enable dynamic versioning based on VCS tags

tensorflow - An Open Source Machine Learning Framework for Everyone

nvim-treesitter-context - Show code context

orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis

webdiff - Two-column web-based git difftool

Airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

locust - "git diff" over abstract syntax trees

Keras - Deep Learning for humans

unison - A friendly programming language from the future

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration