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probabl_ai's profile picture. Open-source data science and machine learning

:probabl.

@probabl_ai

Open-source data science and machine learning

221Posts 1KSeguidores 27Siguiendo
probabl_ai's profile picture.
:probabl.
 @probabl_ai
12 ago

With skore v0.10, you now have a data accessor in the EstimatorReport! It consists in a @skrub_data TableReport that allows you to interactively explore your data and gain precious insights before your modelling! 🎬 Check out our short demo video: eu1.hubs.ly/H0mhFMN0

probabl_ai's tweet card. Introducing the data accessor of the EstimatorReport

youtube.com

YouTube

Introducing the data accessor of the EstimatorReport

Fuente: youtube.com
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probabl_ai's profile picture.
:probabl.
 @probabl_ai
7 ago

🚀 Save time on ML evaluations with skore! 🚀 No more recomputing predictions for each metric. Skore caches predictions, enabling instant metric calculations and fast plots. Check out this example for more information: eu1.hubs.ly/H0md0-f0

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probabl_ai's profile picture.
:probabl.
 @probabl_ai
31 jul

☀️ It’s summer time! Isn’t it a great moment to take a step back, and learn new things? Check out our whiteboard videos to learn about the quantile trick, why tree gradients give you a boost, or the optimizer curse, etc: eu1.hubs.ly/H0m4QqP0

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probabl_ai's profile picture.
:probabl.
 @probabl_ai
29 jul

What is the difference between good and bad data scientists? Good ones know the data they work with. Perfectly understanding the data can be time-consuming. Yet, some basic analysis can pave the way for high-value insights. Now in skore’s release 0.10, with a data accessor!

probabl_ai's tweet image. What is the difference between good and bad data scientists? Good ones know the data they work with. Perfectly understanding the data can be time-consuming. Yet, some basic analysis can pave the way for high-value insights. Now in skore’s release 0.10, with a data accessor!
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probabl_ai's profile picture.
:probabl.
 @probabl_ai
24 jul

Born from the scikit-learn initiative, Skore is designed to support not just scikit-learn models but a wide array of machine learning models, including foundational models, such as TabICL, a tabular foundation model! Check our full example: eu1.hubs.ly/H0lXszB0

probabl_ai's tweet image. Born from the scikit-learn initiative, Skore is designed to support not just scikit-learn models but a wide array of machine learning models, including foundational models, such as TabICL, a tabular foundation model! Check our full example: eu1.hubs.ly/H0lXszB0
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probabl_ai's profile picture.
:probabl.
 @probabl_ai
10 jul

“Let’s improve this model in production !” Skore can help you to know how the release of a new model will impact the business with its objects EstimatorReport and ComparisonReport. ⭐ eu1.hubs.ly/H0lz0c30 📜 eu1.hubs.ly/H0lz1BD0

probabl_ai's tweet image. “Let’s improve this model in production !” Skore can help you to know how the release of a new model will impact the business with its objects EstimatorReport and ComparisonReport. ⭐ eu1.hubs.ly/H0lz0c30 📜 eu1.hubs.ly/H0lz1BD0
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probabl_ai's profile picture.
:probabl.
 @probabl_ai
7 jul

Last week, the team organized a workshop for Saint-Gobain. We presented skore and skrub in the morning, and did an open source sprint in the afternoon. Thank you Mojdeh Rastgoo for preparing everyone! Check skore and skrub's good first issues to participate too!

probabl_ai's tweet image. Last week, the team organized a workshop for Saint-Gobain. We presented skore and skrub in the morning, and did an open source sprint in the afternoon. Thank you Mojdeh Rastgoo for preparing everyone! Check skore and skrub's good first issues to participate too!
probabl_ai's tweet image. Last week, the team organized a workshop for Saint-Gobain. We presented skore and skrub in the morning, and did an open source sprint in the afternoon. Thank you Mojdeh Rastgoo for preparing everyone! Check skore and skrub's good first issues to participate too!
probabl_ai's tweet image. Last week, the team organized a workshop for Saint-Gobain. We presented skore and skrub in the morning, and did an open source sprint in the afternoon. Thank you Mojdeh Rastgoo for preparing everyone! Check skore and skrub's good first issues to participate too!
probabl_ai's tweet image. Last week, the team organized a workshop for Saint-Gobain. We presented skore and skrub in the morning, and did an open source sprint in the afternoon. Thank you Mojdeh Rastgoo for preparing everyone! Check skore and skrub's good first issues to participate too!
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probabl_ai's profile picture.
:probabl.
 @probabl_ai
26 jun

Launching Skolar: a new platform for hands-on, structured and certified training in open-source data science. eu1.hubs.ly/H0lk5kY0

probabl_ai's tweet card. Skolar by Probabl: free, open-source platform delivering hands-on upskilling data science courses, scikit-learn certifications, tutorials & community.
Launching Skolar: a new platform for hands-on, structured and certified training in open-source...
Fuente: papers.probabl.ai
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probabl_ai's profile picture.
:probabl.
 @probabl_ai
26 jun

🖌️ There is that plot provided by skore that you like. It quickly gives an idea of the performances. You would like to see the underlying numbers to investigate further. 🔍 That’s why we created the Displays, that can either return a frame, or a plot. 📚 eu1.hubs.ly/H0lfgz60

probabl_ai's tweet image. 🖌️ There is that plot provided by skore that you like. It quickly gives an idea of the performances. You would like to see the underlying numbers to investigate further. 🔍 That’s why we created the Displays, that can either return a frame, or a plot. 📚 eu1.hubs.ly/H0lfgz60
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probabl_ai's profile picture.
:probabl.
 @probabl_ai
12 jun

Did you ever felt lost among all the experiments tried in the model development phase? Skore has your back! 🎉 Check out the demo video of our new release with the search feature: eu1.hubs.ly/H0kZ0cK0 🔗 GitHub repo: eu1.hubs.ly/H0kZ0vv0 📘 Docs: eu1.hubs.ly/H0kZ00F0

probabl_ai's tweet image. Did you ever felt lost among all the experiments tried in the model development phase? Skore has your back! 🎉 Check out the demo video of our new release with the search feature: eu1.hubs.ly/H0kZ0cK0 🔗 GitHub repo: eu1.hubs.ly/H0kZ0vv0 📘 Docs: eu1.hubs.ly/H0kZ00F0
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probabl_ai's profile picture.
:probabl.
 @probabl_ai
10 jun

⌛ Enriching our metrics! In the new version 0.9 of Skore, we added some metrics: you can now access the confusion matrix! Just a couple of lines, everything easily accessible from the same object. To know more about it, you can check the docs: eu1.hubs.ly/H0kVC040

probabl_ai's tweet image. ⌛ Enriching our metrics! In the new version 0.9 of Skore, we added some metrics: you can now access the confusion matrix! Just a couple of lines, everything easily accessible from the same object. To know more about it, you can check the docs: eu1.hubs.ly/H0kVC040
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probabl_ai's profile picture.
:probabl.
 @probabl_ai
15 may

We have an event every week these days! 🍕 After the machine learning challenge, we organized a sprint with Unaite to onboard students to open source. Open source is a great way to showcase their skills, as would a personal project!

probabl_ai's tweet image. We have an event every week these days! 🍕 After the machine learning challenge, we organized a sprint with Unaite to onboard students to open source. Open source is a great way to showcase their skills, as would a personal project!
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probabl_ai's profile picture.
:probabl.
 @probabl_ai
14 may

🎤 Next week, our product engineer Marie Sacksick will be presenting how to extend scikit-learn with skore, but also with skrub and skops. Thanks Pyladies Paris for this opportunity! To book your seat: eu1.hubs.ly/H0j-Qpq0

probabl_ai's tweet card. Dear PyLadies [💚](https://emojipedia.org/green-heart/)🐍 Our next **on-site** event is coming on the 20th of May featuring 𓆙 **Sarah Abderemane** from **Kraken** and **M
PyLadies Paris Python Talks #20, Tue, May 20, 2025, 6:30 PM | Meetup
Fuente: meetup.com
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