noatamir, to opensource

"To help some of the newcomers make connections: name 5-7 things that interest you but aren't in your profile, as tags so they are searchable. Then boost this post or repeat its instructions so others know to do the same."

#opensource (esp #python #pydata )
#feminism (esp #trans #inclusion #queer)
#sciencefiction (esp #solarpunk #startrek #bookclub)
#gaming (esp #dnd #ttrpg #boardgames #nintendo #retrogaming)
#cats (esp #catsofmastodon)
#art (esp #illustration #conceptart)

HT: @runoutgroover

astrojuanlu, to programming
@astrojuanlu@social.juanlu.space avatar

The JupyterLab 4.0 + jupyter_collaboration 1.0.0 release is huge!

🔥 Much faster UI
♻️ Revamped Real Time Collaboration
📘 Upgraded text editor
⚙️ A new extension manager
👁️ Search and Replace

Check out the official blog post for more! https://blog.jupyter.org/jupyterlab-4-0-is-here-388d05e03442

#jupyter #python #pydata

Animation of Jupyter Real Time Collaboration

Posit, to python
@Posit@fosstodon.org avatar

Join Posit on @talkpython to discuss Shiny for Python!

• Live Stream Link: https://www.youtube.com/watch?v=YN0hnAmid7A
• Date: June 19th, 2023
• Time: 5:20pm ET

Be part of the live recording and have your comments and questions featured on air. See you there!

#python #shiny #pydata

pyOpenSci, to programming
@pyOpenSci@fosstodon.org avatar

📣 Our executive director @leahawasser will be talking tomorrow at 12:00PM COT about pyOpenSci at the @pyberlin meetup! 🙌

Sign up using the following link:
https://www.meetup.com/python-users-berlin-pub/events/293638071/

#openscience #pydata #python

hylk3, to random Dutch

@cheukting_ho thanks for your great handson session on building strategies for tests of dataframes. i loved it 🥰!

ogrisel, (edited ) to random
@ogrisel@sigmoid.social avatar

Jérémie has just released threadpoolctl 3.2.0:

https://pypi.org/project/threadpoolctl/

This is a small Python library to inspect and change the size of the threadpools used by libraries dynamically linked to a Python program (e.g. OpenBLAS, MKL, OpenMP runtimes...).

It is quite useful to debug oversubscription problems in the #SciPy / #PyData ecosystem.

This new version makes it possible to register a custom controller for your own native library. See the changelog for details:

https://github.com/joblib/threadpoolctl/blob/master/CHANGES.md

astrojuanlu, to python
@astrojuanlu@social.juanlu.space avatar
Posit, to random
@Posit@fosstodon.org avatar

Python Data Science at posit::conf(2023). We are excited about all our Python workshops are posit::conf this year.

posit::conf(2023) is our conference for all things open source data science. Join us in Chicago Sept 17-20. With two days of workshops, and two days of talks and community. Learn more at pos.it/conf.

See below!

#positconf2023 #posit #pydata

ogrisel, to python
@ogrisel@sigmoid.social avatar

scikit-learn 1.3.1 is out!

This release fixes a bunch of annoying bugs. Here is the changelog:

https://scikit-learn.org/stable/whats_new/v1.3.html#version-1-3-1

Thanks very much to all bug reporters, PR authors and reviewers and thanks in particular to @glemaitre, the release manager of 1.3.1.

#PyData #SciPy #sklearn #Python #machinelearning

R4DSCommunity, to chat

It's #TidyTuesday y'all! Show us what you made on our Slack at https://r4ds.io/join (find the #chat-tidytuesday channel)!

RT @jonthegeek https://fosstodon.org/@jonthegeek/111126027712361401

#RStats #DataViz #PyData #tidyverse #r4ds

Please consider a tax-deductible donation at https://r4ds.io/donate to support our work!

sklearn, to python

🔴 19 fixes
😃 74 contributors
📢 Bugfix release - scikit-learn 1.3.1 is out!
More details in the changelog: https://bit.ly/3rpA33J

You can upgrade with pip as usual:
pip install -U scikit-learn

or using the conda-forge builds:
conda install -c conda-forge scikit-learn

Thanks to all the contributors!

video/mp4

astrojuanlu, to programming
@astrojuanlu@social.juanlu.space avatar

Altair 5.0 is out! 🎉

Vega-Altair (Altair for short) is a statistical visualization library for Python built on top of the Vega-Lite declarative grammar.

This version introduces selection parameters and variable parameters, experimental support for the DataFrame Interchange Protocol (hence compatibility with Polars!), and much more.

You can install it with pip install "altair==5.0.0"

And read the complete release notes at https://github.com/altair-viz/altair/releases/tag/v5.0.0

video/mp4

R4DSCommunity, to chat

It's #TidyTuesday y'all! Show us what you made on our Slack at https://r4ds.io/join (find the #chat-tidytuesday channel)!

RT @jonthegeek https://fosstodon.org/@jonthegeek/111165673314464975

#RStats #DataViz #PyData #tidyverse #r4ds

Please consider a tax-deductible donation at https://r4ds.io/donate to support our work!

CD_Newton, to python

Anyone in the UK enthusiastic about dogs, , , , and looking for a new job? There’s a Data Officer role going on my team if so! Interesting work and a nice bunch of people.

https://careers.dogstrust.org.uk/vacancies/4048/data_officer/

ogrisel, to python
@ogrisel@sigmoid.social avatar

The deadline for the CFP of #PyData Paris 2024 is approaching soon!

Submit your talk proposal now:

https://pretalx.com/pydata-paris-2024/cfp

I would advise you not to expect an automatic deadline extension.

#Python #DataScience

Posit, to python
@Posit@fosstodon.org avatar

Is your analytics turned into reports shared with across your organization?

Learn how Quarto can help streamline, automate, & bedazzle your work.

Quarto is a open-source tool that helps you publish your data science work, beautifully, anywhere.

Sit back and listen to the dulcet tones of Christophe's soothing accent as he gives a 30-minute video deep-dive walking you through this end-to-end data science workflow.
Watch the video: https://youtu.be/Hl9TvhlzfV4?feature=shared

Posit, to datascience
@Posit@fosstodon.org avatar

While data scientists are often taught about training a machine learning model, building a reliable MLOps strategy to deploy and maintain that model can be daunting.

It doesn’t have to be this way!

Join us with Julia Silge at Posit on Wednesday, April 24th at 11 am ET to learn how Posit Team provides fluent tooling for the whole ML lifecycle.

No registration is required to attend - simply add it to your calendar using this link, https://pos.it/team-demo

Posit, to python
@Posit@fosstodon.org avatar

Great Tables v0.4.0 is out! Featuring nanoplots.

great_tables is a python package for making nice-looking data display tables.

New features:

  • the fmt_nanoplot() method for adding nanoplots to your table

  • improved HTML table representations in different code environments

  • integration of Polars selectors in the columns= arg of all formatting (fmt_*()) methods

  • the save() method for saving a GT table as an image file

https://posit-dev.github.io/great-tables/blog/introduction-0.4.0/

Posit, to python
@Posit@fosstodon.org avatar

Check out Dr. Albert Rapp's latest YouTube video on mastering the great_tables Python package! From raw data to polished displays, learn about custom fonts, nanoplots, conditional formatting, and the steps to great a lovely looking data display table with great_tables.
https://www.youtube.com/watch?v=ESyWcOFuMQc&ab_channel=AlbertRapp

Don't miss his companion video on gt with R and the insightful blog post comparing both.
https://albert-rapp.de/posts/22_gt_py_and_r/22_gt_py_and_r

Thanks, Albert! #Python #DataVisualization #pydata #posit

Posit, to datascience
@Posit@fosstodon.org avatar
Posit, to datascience
@Posit@fosstodon.org avatar

While data scientists are often taught about training an ML model, building a reliable MLOps strategy to deploy & maintain that model can be daunting.

It doesn’t have to be this way!

  1. Develop an ML model using Posit Workbench and Tidy Tuesday dataset!
  2. Version, deploy, & monitor that model w/ Posit Connect
  3. Maintain reproducible software dependencies throughout the ML lifecycle with Posit Package Manager

https://www.youtube.com/watch?v=FZW_0HB-Eas&list=PL9HYL-VRX0oRsUB5AgNMQuKuHPpNDLBVt&index=1&ab_channel=PositPBC

#DataScience #rstats #python #pydata

Posit, to datascience
@Posit@fosstodon.org avatar

Great News! The table contest deadline has been extended to June 14, 2024.

The Table Contest is a great way to show off your data storytelling skills with the community.

Extension - We re-announced the table contest at PyCon last week, and wanted to give everyone an extra couple of weeks.

⬡ Deadline for submissions is now June 14, 2024.
⬡ Submit at pos.it/table-contest
Learn More: https://posit.co/blog/announcing-the-2024-table-contest/

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Posit, to python
@Posit@fosstodon.org avatar

Join Posit at PyCon US 2024! The Posit team will be in Pittsburg for PyCon May 17-24.

  • Rich Iannone & Mike Chow will be presenting on “Making Beautiful, Publication Quality Tables in Python is Possible in 2024“ https://us.pycon.org/2024/schedule/presentation/65/
  • Stop by our booth! We’ll have folks from our open source and enterprise teams excited to hear about you & your work.

#pycon #python #pydata

ogrisel, to random
@ogrisel@sigmoid.social avatar

I just created a new official mastodon account for the PyData Paris 2024 conference.

@PyDataParis

I will use this account to relay official announcements in the fediverse.

#PyData #PyDataParis

ogrisel, (edited ) to python
@ogrisel@sigmoid.social avatar
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