Live and recent posts from across the Fediverse tagged #kedroviz, aggregated by home.social.
In the pipeline: July 2024 edition! 🔶
This month we review the latest releases across the Kedro ecosystem, celebrate the PyData London workshop delivered by two TSC members, and much more.
Will you be at EuroPython in Prague next week? Don't miss Juan Luis' workshop about MLOps! (And follow @europython)
Full blog post:
https://kedro.org/blog/in-the-pipeline-kedro-news-07-24
#kedro #python #pydata #datascience #mlops #kedroviz #datapipelines #europython #EuroPython2024
In the pipeline: May 2024 edition! 🔶
This month we published several releases across the Kedro ecosystem, got featured in O'Reilly's new book "Software Engineering for Data Scientists", published more videos in our YouTube channel, and got accepted at several Python conferences.
Are you at @pycon? Don't miss Juliana Ferreira's talk about Kedro!
Full blog post:
https://kedro.org/blog/in-the-pipeline-kedro-news-05-24
#kedro #python #pydata #datascience #mlops #kedroviz #datapipelines
"In the pipeline", March 2024 edition https://kedro.org/blog/in-the-pipeline-kedro-news-03-24
New edition of our monthly "In the pipeline" post 🔶
From the latest news to upcoming events and interesting topics, “In the Pipeline” is overflowing with updates for the Kedro community.
This month we look back on our recent releases, spread the news about our upcoming workshop at #AMLDEPFL2024, and share with you a new video by @astrojuanlu that covers what's new in Kedro 0.19 🔥
https://youtu.be/f_KSUBLO3a4?si=6H8efy8LjAeM5irx
(Link to blog post in thread)
More releases: Kedro-Viz 8.0 is out! 🔶
The new version adds more officially supported platforms for our Publish & Share functionality, this time Azure and Google Cloud Platform. This feature enables you to hare your pipeline visualisation with other users, without the need for them to install Kedro-Viz. Detailed instructions are available in our documentation:
https://docs.kedro.org/projects/kedro-viz/en/stable/share_kedro_viz.html
Big announcement: our 3 hour video introduction to Kedro is live! 🔥 https://youtube.com/playlist?list=PL-JJgymPjK5LddZXbIzp9LWurkLGgB-nY&si=EED0GXyBPxP5osUT
The course covers an introduction to what Kedro is, a walkthrough of the Spaceflights tutorial using both Jupyter Notebook and VSCode, new stuff in Kedro 0.18 like dataset factories and the OmegaConfigLoader, how to use S3 and MinIO for your filepaths, and how to deploy Kedro to a Docker image or Airflow.
We hope you enjoy it! 🔶
#python #pydata #datascience #datapipelines #kedro #kedroviz
Kedro-Viz 6.7.0 is out! 🔶
This release allows you to run Kedro-Viz on a URL subpath and anticipates a breaking change in the CLI by adding a deprecation warning. We also fixed a couple of bugs related to experiment tracking and the shareable URL modal.
Install Kedro-Viz now with pip or conda:
```
pip install kedro-viz==6.6.0
conda install -c conda-forge kedro-viz=6.6.0
```
Kedro-Viz 6.6.1 is out! 🔶
Optional plugins are now skipped when running Kedro-Viz, and we fixed a couple of compatibility bugs.
Install Kedro-Viz now with pip or conda:
```
pip install kedro-viz==6.6.0
conda install -c conda-forge kedro-viz=6.6.0
```
Our colleague Nero Okwa has recorded some videos on how to get started with Kedro Viz 🔶
Check them out! https://youtu.be/08MvSbw75us?si=yC7QcwlNFI5-25h8
#kedro #kedroviz #dataviz #datapipelines #datascience #python #pydata
Kedro-Viz 6.6.0 is out! 🔶
You can now publish and share your Kedro-Viz project on Amazon S3! Check out the docs at https://docs.kedro.org/en/latest/visualisation/share_kedro_viz.html
Install Kedro-Viz now with pip or conda:
```
pip install kedro-viz==6.6.0
conda install -c conda-forge kedro-viz=6.6.0
```
And one more release! Kedro-Viz 6.5.0 is available 🔶 and adds official Python 3.11 support as well, along with some small bug fixes.
Install Kedro-Viz now with pip or conda:
```
pip install kedro-viz==6.5.0
conda install -c conda-forge kedro-viz=6.5.0
```
Kedro-Viz 6.3.2 is out! 🔶
We added support for dataset previews and validation for layers in transcoding datasets. In addition, Viz now shows original node input and output names in the metadata panel, and we fixed a number of small issues.
Install it now for Python or JavaScript:
```
pip install kedro-viz==6.3.2
npm install @quantumblack/kedro-viz@latest
```
And check out the online demo! https://demo.kedro.org/
#kedro #kedroviz #pydata #python #datascience #machinelearning #dataviz
New blog post: How to build a custom Kedro runner 🔶
In this post our colleague Nok Lam Chan explains how to write an efficient custom Kedro pipeline runner that continues executing a set of nodes after encountering non-catastrophic failure points.
https://kedro.org/blog/build-a-custom-kedro-runner
#kedro #kedroviz #MachineLearning #datapipelines #python #PyData
This week we're celebrating our 4th anniversary as an open source project! 🥳🎂4️⃣
In this blog post we go over the history of the project, from its inception as an internal library at QuantumBlack, AI by McKinsey , to its open sourcing in June 2019, then its donation to LF AI & Data Foundation in January 2022, and finally its new branding just a few weeks ago in June 2023.
https://kedro.org/blog/kedro-celebrates-4-years-open-source?utm_medium=referral&utm_source=mastodon
Kedro 0.18.10 is out, along with a new branding!
We kept the iconic diamond shape but made it bolder and simpler. The Kedro logotype is bold and recognisable and, in lower case, is informal and friendly.
In the new release we have added variable interpolation in the catalog with the `OmegaConfigLoader`.
Read more about our new brand in our blog https://kedro.org/blog/a-striking-new-look-for-kedro
New blog post: Collaborative experiment tracking in Kedro-Viz 🔶
This tutorial explains how to configure and use collaborative experiment tracking in Kedro-Viz 6.2.0 if your team needs to log and compare each others' experiments.
https://kedro.org/blog/collaborative-experiment-tracking-in-kedro-viz
And that's a wrap! If you missed the live session, catch the recording while it's hot:
Refactor your Jupyter notebooks using Kedro 🔶 https://youtu.be/qClSGY6B0r0
Want to learn more about what's new in Kedro 0.18.5 to 0.18.7, plus Kedro-Viz 6.0? Check out this writeup in our new blog:
Hello Fediverse! ✨
This is the Mastodon account for Kedro, an open source, opinionated Python framework for creating reproducible, maintainable and modular machine-learning code.
Follow this account for tips on how to make 🔶 Production ready data science with ease 🔶
Give us a star on GitHub! https://github.com/kedro-org/kedro/
#python #kedro #kedroviz #datascience #machinelearning #introduction
Noticias sobre Python y Datos de la semana, episodio 71 🐍⚙️
En resumen: El impacto de NumFOCUS, versiones nuevas de Kedro-Viz, Fugue, y deepchecks, Markdown avanzado en JupyterLab, aplicaciones con PyScript, y la PyCon Latam en Mexico
https://astrojuanlu.substack.com/p/episodio-71
Apoya el noticiero suscribiéndote por correo 📬
#numfocus #kedroviz #fugue #sql #markdown #jupyter #pyconlatam #pyscript #python #pydata #noticieropythonydatos
What are the best practices when packaging Python + JavaScript projects? I know that @Jupyter is using Hatch and created a custom extension. Are there other examples? Asking for kedro-viz https://github.com/kedro-org/kedro-viz