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I do ML. Write open-source. occasionally win data-science competitions. Ukrainian. Kaggle, Signate and dark sarcasm grandmaster. #armukrainenow, #cancelrussia

[Одна інтеллектуальна одиниця @cvtalks]

@JFPuget «bro wtf your code has bad vibes. Make it slay” also works for me

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@mtmthh Congrats! 🎉

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@francoisfleuret Thanks for your support!

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@JFPuget @gonedarragh @kaggle I’m very impatient and while I may run one set of hyperparameter sweep i always tempted to shove one or two extra changes (tune two knobs at the same time). With CC and autoresearch I found it’s easier to plot a path where autoresearch show go and forget about it for a few days.

[Одна інтеллектуальна одиниця @cvtalks]

@JFPuget @kaggle @WalterReade 😢

[Одна інтеллектуальна одиниця @cvtalks]

@wightmanr Not sure how data IO intensive runs you are going to have, but I went for RAID 0 configuration for a pair of NVMEs on my 4x3090 workstation (double capacity, double speed; reliability solved with prayers)
Great of all sorts of 3d scans/video processing

[🇺🇦 сloned @c10ned]

Hi, I'm Ivan - a totally-not-suspicious aerospace prodigy.
I just happen to have a charming Russian accent, a past internship at Sukhoi (no big deal), and a mild obsession with drone jet propulsion systems.

[Одна інтеллектуальна одиниця @cvtalks]

@kagglingdieter

[Одна інтеллектуальна одиниця @cvtalks]

@ducha_aiki Any chance you have dynamic size of your inputs/targets? The way pin memory works is allocating a buffer on device memory where it would be copied. As long you have another size a new buffer must be allocated which over time leads to fragmentation of memory and even OOM

[Volodymyr @Sydorskyi_V]

Just secured 🥈2nd place in the BirdCLEF+ 2025 Kaggle competition with Fernando Gonçalves!
2,025 teams, tons of experiments, and a lot of fun.
Huge thanks to the organizers and community!
Write-up: https://t.co/7CPNnL6Py9
#kaggle #deeplearning #ecoacoustics #audio

[Одна інтеллектуальна одиниця @cvtalks]

@mobicham @jeremyphoward Great work! Does do_bench also call torch.cuda.synchronize at the end of iteration?

[Volodymyr Zelenskyy / Володи��ир Зеленський @ZelenskyyUa]

These children were killed by Russia – by its war. Boys and girls whose lives were cut short by Russian strikes and shelling, by hostilities that Ukraine never wanted for even a second – but from which we have been forced to defend ourselves for years already.

It is on June 4 that we honor the memory of all such children. Today, we still do not know the exact number of those killed, as we have no access to the temporarily occupied territories. It is yet to be determined how many adults and children killed by Russia are buried in mass graves near Mariupol and other cities and villages destroyed by Russia.

The world must neither forget nor forgive Russia for this terrible pain and aggression – this totally unprovoked and criminal Russian war against Ukraine.

In memory of every child killed, in memory of every human life destroyed, there must be real global solidarity – from all across Europe, all across the the U.S., and all other parts of the world – so that Russia is held accountable for its actions and is forced to return the peace it stole from Ukraine and Ukrainians.

@United24media

[Кобзар 🇨🇦🇺🇦☦️ @CanadianKobzar]

This is utterly disgusting. A russian game is available on steam where you can play as a russian war criminal to rape and kill innocent Ukrainians. If you have integrity- report this game into oblivion. For shame @Steam this is a disgrace.

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@tunguz @trainxgb Is it socially acceptable to train xgboost in public?

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@kagglingdieter @kaggle You thought, I thought, we all thought

[Одна інтеллектуальна одиниця @cvtalks]

As long your skill in certain domain is above “average” - probably don’t want to use cursor as it would generate worse code that you would otherwise write.

But when if you don’t really shine in some areas (like with matplotlib) AI tools come to the rescue

[Одна інтеллектуальна одиниця @cvtalks]

What I found @cursor_ai is good for - writing boilerplate code to visualize all sorts of plots. Really helpful at #kaggle, because let's admit - writing matplotlib calls is not fun yet necessary. Without proper model inspection you can't go to the top.

[Одна інтеллектуальна одиниця @cvtalks]

Things where cursor doesn’t really do meaningful work:
- suggesting new, out of the box ideas (just can’t)
- finding a bug given symptoms and code (many FPs)

[Одна інтеллектуальна одиниця @cvtalks]

@ducha_aiki Because mean things are easier to do