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My summary of lessons learned applying data science.
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I am going to need a bigger wall ...
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Vincent D. Warmerdam retweeted
ArXiv paper in -> interactive, reproducible marimo notebook out!

We're thrilled to be partnering with @askalphaxiv to bring papers to life; all runnable and editable, not just static figures
GPT 5.6 Sol can one-shot convert an arXiv paper into an interactive Marimo notebook!

Great for papers best understood hands on (lots of fun examples in interpretability, inference engineering, agent harnesses, benchmarking, and more)

Play around with the notebook, inspect the orkflow with your own agents below
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I gave a demo yesterday to my colleagues that went so well that I figured I might as well make a recording of it right away.

It's super early, but it's a v0 in a direction of "more humane coding experiences".

May it offer you something to think about!
youtu.be/BrQLCqofc30
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marimo webapps can also be deployed as interactive slides.

And that means that if somebody asks a question about the data ... that you can live update the SQL behind the chart!

Check it out if you haven't already:
youtube.com/watch?v=_jcR8s…
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Sometimes you win by throwing a GPU at a problem. But even in those cases ... it helps to consider your throwing technique.

More details, and fun algorithm, in this video:
youtu.be/1-5wkzdP1Jc
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Vincent D. Warmerdam retweeted
Replying to @_ScottCondron
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Vincent D. Warmerdam retweeted
72 hours left to win a @FrameworkPuter Laptop or Mac Mini + @claudeai subscriptions. Not too late to start: last round, almost 100 entries came in on the final day.
Pick any @askalphaxiv paper, build in molab, & submit by July 9, 11:59 PM PT 👀
marimo.io/pages/events/n…
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Vincent D. Warmerdam retweeted
Made with #python #numpy #matplotlib and #marimo (and also #wigglystuff)
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TIL about elasticnet. An energy function trick to attempt to make TSP a differentiable problem. It doesn't perform well, but the animation is pretty!

molab.marimo.io/github/koaning…
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This video is all about a silly experiment that's been in my mind recently. Now that molab has GPUs ... can I use deep learning architectures to solve (NP)-hard computer science problems?

youtu.be/QnP-EdJyiDo?si…
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TIL that FastAPI Cloud is in public beta.

I also learned that you could do a fun marimo trick with that service too!

youtu.be/HX3gMgkmqnk
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MNIST1D is my favourite dataset now.

youtu.be/2eoOqqLvkl8
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Vincent D. Warmerdam retweeted
We ran a competition where you had to implement a research paper and make it interactive. Round two is live, this time with GPU access on molab.
Pick an @askalphaxiv paper, build a marimo notebook, win a @FrameworkPuter Laptop 13, @claudeai subscriptions, and more.
Deadline: June 28 👀
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marimo is hosting a new notebook competition!

And we've got free GPUs that you get to play with this time around.

There's prizes too, and you can learn more here: marimo.io/pages/events/n…
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A highly personal remedy, but I can imagine other people may enjoy it too.

youtu.be/vnmzz7vd_T8
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Not an AMA, but a TMA.

Tell Me Anything!

reddit.com/r/marimo_noteb…
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Vincent D. Warmerdam retweeted
Announcing a public preview of molab, our cloud-hosted marimo notebook workspace: now with GPUs! 🧵

molab.marimo.io/notebooks
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So we have a new thing that we've been working on ...

Details are in the video:
youtu.be/r3zrc7lwl6k
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May this riddle nerd-snipe you as well.

youtu.be/-Wdwiyxbp-8
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Quality is so rare sometimes that it is a genuine relief when you stumble upon it.
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