sbondaryev

6 ms·

1.
by sbondaryev 14d ago
Thanks for resharing!
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by sbondaryev 2mo ago
Thanks for sharing!
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by sbondaryev 4mo ago
An interactive guide to how attention, embeddings, and positional encoding work together to predict the next move.
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Solving Mastermind with Maximum Entropy(sbondaryev.dev)
1 points by sbondaryev 7mo ago|1 comments
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by sbondaryev 7mo ago
Inspired by 3Blue1Brown's Wordle video I applied maximum entropy to Mastermind. The solver averages 4.42 guesses across all 1296 possible codes. Includes an interactive game where you can see the optimal next move.
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by sbondaryev 7mo ago
That's fair. It's just a suggestion - it's been useful for me in early stages of UI prototyping.
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by sbondaryev 7mo ago
Nice project! This pairs nicely with ASCII-Driven Development - for iterating and modifying layouts with AI. https://medium.com/@calufa/ascii-driven-development-850f6666...
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by sbondaryev 7mo ago
https://sbondaryev.dev/ An attempt to build intuition with interactive articles and experimentation, inspired by explorabl.es
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Chess OCR: End-to-end ML pipeline running in the browser(sbondaryev.dev)
1 points by sbondaryev 8mo ago|1 comments
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by sbondaryev 8mo ago
Hi HN, I built a chess position recognition system that runs entirely in the browser. The project walks through the full pipeline: manually collecting data from book scans, comparing Autoencoders vs. SimCLR for representation learning, and
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by sbondaryev 8mo ago
Nice project! One small suggestion, adding a search or category filter would help simplify navigation given the number of calculators available.
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by sbondaryev 8mo ago
Nice touch - seeing the Windows 95 IE favicon took me back for a while.
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by sbondaryev 8mo ago
Seems like reading the code is now the real work. AI writes PRs instantly but reviewing them still takes time. Everything flipped. Expect more projects to follow - maintainers can just use ai themselves without needing external contribution
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Show HN: Why Neural Networks Need He Init, Clipping, and Momentum(sbondaryev.dev)
2 points by sbondaryev 8mo ago|0 comments
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by sbondaryev 8mo ago
https://sbondaryev.dev/ An attempt to build intuition with interactive articles and experimentation, inspired by explorabl.es
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by sbondaryev 8mo ago
Nice visualization of the residual connections. Is the animated svg manually created or programmatically generated? What tools did you use?
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by sbondaryev 8mo ago
It's a website https://sbondaryev.dev/
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by sbondaryev 8mo ago
I'm working on interactive explorations of algorithms and machine learning. Small, visual, hands-on demos that help build intuition by letting people tweak code/parameters and see how things behave in real time.
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by sbondaryev 8mo ago
This looks promising - I've always found the schema duplication annoying with Zod/Yup. Would be great to see benchmarks vs Typia/ArkType at https://moltar.github.io/typescript-runtime-type-benchmarks/
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by sbondaryev 8mo ago
Great idea, thanks for sharing! Tried your prompts with ChatGPT and Claude than iterated on it. The ASCII doesn't render perfectly in the web interface but looks good when copy/pasted into a text editor. Key benefit: I used to ite
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by sbondaryev 8mo ago
It really depends on your level - this kind of graphics work is usually learned over many years. Some sources > Math & motion: – The Nature of Code https://natureofcode.com/ – Coding Math https://www.youtu
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by sbondaryev 8mo ago
Nice project! I'm not very strong at note recognition, so I see the “Wrong note” message quite often (which is totally fine), but the frequent blinking feels a bit distracting. You might consider making the feedback a little less visua
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by sbondaryev 8mo ago
I like this book. The probability section is great, especially how they handle the Monty Hall paradox. They use "four step method" that breaks it down perfectly - way clearer than the explanations you get in movies like 21 or numb
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by sbondaryev 8mo ago
I skimmed the source code (base.js, light.js) to see what he was using. It appears to be entirely custom, with no graphics libraries like Three.js. He even implements his own low-level math functions from scratch. It's impressive to se
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by sbondaryev 8mo ago
The examples are great. It would be really nice to have a sandbox with the full training code (e.g. MNIST) to play with.
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Show HN: Big O Notation – An Interactive Guide(sbondaryev.dev)
4 points by sbondaryev 8mo ago|0 comments
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by sbondaryev 9mo ago
Really nice work - love the aesthetic. It'd be great to have this as a JS library with support for arbitrary audio inputs.
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by sbondaryev 9mo ago
Nice idea - unfortunately I didn't manage to get it running on my MacBook Pro (Late 2013). I'm on Big Sur 11.7.10, which I know is pretty old at this point. The app launches, but it only shows an empty window. I was also a bit con
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by sbondaryev 9mo ago
Nice project — it makes long HN threads much easier to revisit. Interesting to see the edge cases, like "Tell HN: Happy New Year": https://hn-discussions.top/happy-new-year-2025/ Basically everyone just sayin
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by sbondaryev 9mo ago
First programs in basic, then I made a calculator in C using Kernighan & Ritchie book. Did some projects in Delphi/Maple at university, after graduation I started working in software companies and learned a lot from more experience

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