Viewing profile — sbondaryev

Thanks for sharing!

An interactive guide to how attention, embeddings, and positional encoding work together to predict the next move.

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 …

That's fair. It's just a suggestion - it's been useful for me in early stages of UI prototyping.

Nice project! This pairs nicely with ASCII-Driven Development - for iterating and modifying layouts with AI. https://medium.com/@calufa/ascii-driven-development-850f6666...

https://sbondaryev.dev/ An attempt to build intuition with interactive articles and experimentation, inspired by explorabl.es

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, compari…

Nice project! One small suggestion, adding a search or category filter would help simplify navigation given the number of calculators available.

Nice touch - seeing the Windows 95 IE favicon took me back for a while.

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 …

Hi HN, I made an interactive guide showing why neural networks need specific training techniques. Start with a simple network trying to learn x². Each section introduces a problem …

https://sbondaryev.dev/ An attempt to build intuition with interactive articles and experimentation, inspired by explorabl.es

Nice visualization of the residual connections. Is the animated svg manually created or programmatically generated? What tools did you use?

It's a website https://sbondaryev.dev/

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 …

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-runt…

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/pas…

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/ – Codi…

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…

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 …

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-l…