best-of-ml-python VS dtale

Compare best-of-ml-python vs dtale and see what are their differences.

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best-of-ml-python dtale
16 46
15,208 4,506
1.3% 2.0%
7.9 8.5
7 days ago 12 days ago
Python TypeScript
Creative Commons Attribution Share Alike 4.0 GNU Lesser General Public License v3.0 only
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.

best-of-ml-python

Posts with mentions or reviews of best-of-ml-python. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-12-10.

dtale

Posts with mentions or reviews of dtale. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-07.
  • I need help lol
    3 projects | /r/AskStatistics | 7 Mar 2023
    D-Tale: A Python library that provides an interactive web-based interface for data exploration and analysis.
  • Something better than pandas? with interactive graphical UI?
    3 projects | /r/pythontips | 9 Feb 2023
    Try this: https://github.com/man-group/dtale
  • Mito โ€“ Excel-like interface for Pandas dataframes in Jupyter notebook
    10 projects | news.ycombinator.com | 20 May 2022
    https://github.com/man-group/dtale

    I find that I'm actually a lot faster using basic Pandas methods to get the data I want in exactly the form I want it.

    If I really want to show everything, I just use:

    '''

  • Memray is a memory profiler for Python by Bloomberg
    8 projects | news.ycombinator.com | 20 Apr 2022
  • For all the python/pandas users out there I just released a bunch of UI updates to the free visualizer, D-Tale
    7 projects | /r/algotrading | 12 Apr 2021
    Here is the list of direct dependencies. I think the majority of the packages I'm using are pretty well-known. Maybe some of the plotly dash packages are aren't as well known (like dash-colorscales) and then some calculation-based packages (squarify, ppscore, missingno) might not be widely used. But as far as I can tell they are harmless. We used D-Tale at my company in an enterprise-style way through jupyterhub.
    7 projects | /r/algotrading | 12 Apr 2021
    Hope these help & please support open-source by throwing your star on the repo.
    7 projects | /r/algotrading | 12 Apr 2021
    Mostly reliant on pandas since this is a tool specifically designed for pandas. That being said it would be really easy for you to write a simple DB loader to that takes any SQL and returns the results in a pandas dataframe and just pass that to D-Tale. Its actually pretty easy to integrate D-Tale into your own flask/django/streamlit apps. Heres documentation about using it in Flask: https://github.com/man-group/dtale/blob/master/docs/EMBEDDED_FLASK.md
    7 projects | /r/algotrading | 12 Apr 2021
    The jupyterhub-server-proxy plugin works great with it. Here's some documentation on how to use it: https://github.com/man-group/dtale#jupyterhub-w-jupyter-server-proxy
    7 projects | /r/algotrading | 12 Apr 2021
    These are the most engrossing UI changes I've made in a while so please let me know if you run into any issues. You can play around with them on the demo site (please note that the "Github Fork" link covers the close button for the "sliding side panel" but you can close it using your ESC key). If these changes prove to be easier to use then I can start moving more functionality towards the "sliding side panel" rather than the old popup windows/tabs.
    7 projects | /r/algotrading | 12 Apr 2021
    Your data is stored in memory so the size of your dataframe is limited to the memory of your machine. That being said weโ€™ve allowed users to swap out the machanism which stores the data so you can use something like Redis or Shelve to allieviate memory. Hereโ€™s some documentation: https://github.com/man-group/dtale/blob/master/docs/GLOBAL_STATE.md

What are some alternatives?

When comparing best-of-ml-python and dtale you can also consider the following projects:

PandasGUI - A GUI for Pandas DataFrames

ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

jupyterlab-autoplot - Magical Plotting in JupyterLab

pandastable - Table analysis in Tkinter using pandas DataFrames.

sqliteviz - Instant offline SQL-powered data visualisation in your browser

Awesome-WAF - ๐Ÿ”ฅ Web-application firewalls (WAFs) from security standpoint.

ktrain - ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

ffcv - FFCV: Fast Forward Computer Vision (and other ML workloads!)

dtale-desktop - Build a data visualization dashboard with simple snippets of python code

siuba - Python library for using dplyr like syntax with pandas and SQL

qgrid - An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

awesome-python - An opinionated list of awesome Python frameworks, libraries, software and resources.