Machine learning based PCB routing [video]

Hacker News

Hey everyone, super excited to share with you what me and my friends have been working on with our startup. Auto Routers for PCB boards have been around since the 60s but you have probably never use one...that’s because they aren’t that good. They produce results that are hard for humans to reasons about and reviewing/debugging them takes longer than doing it yourself. We have a machine learning model thats trained to produce human like designs that are easy to comprehend. That’s a first baby step towards automating the full process. Check out this tutorial: https://www.youtube.com/watch?v=JlNsPRh_x-w It’s in closed beta but we are slowly opening up now and happy to give everyone on HN early access...just fill this form: https://forms.gle/nsZciSbTTRK81PaM8

Visit product View on Hacker NewsDec 12, 2024

Share card

Actual performance

13points

Made the leaderboard

Launch Intel predictions

Analyze your own launch →

Indie HackersFits the IH revenue-focused audience · Missing: supports, reddit linkedin, podcasting

72%72% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.

Hacker NewsStrong engagement from HN community · Strong signals: excited, ide · Missing: https docs, just released, exist

71%71% predicted probability of success on Hacker News, based on ML models trained on real launch data.

nativeThis product was originally launched on this platform.

Product HuntOn track for Day 1 leaderboard · Strong signals: mac, model, open · Missing: agents, macos, agent

70%70% predicted probability of success on Product Hunt, based on ML models trained on real launch data.

AppSumoMay struggle as an AppSumo deal · Missing: plus, platform, intuitive

49%49% predicted probability of success on AppSumo, based on ML models trained on real launch data.

TrustMRRLess likely to generate early MRR · Strong signals: video · Missing: mobile apps, ios, personal

41%41% predicted probability of success on TrustMRR, based on ML models trained on real launch data.

Acquire.comPre-revenue stage for this audience · Missing: arr, mrr, revenue

13%13% predicted probability of success on Acquire.com, based on ML models trained on real launch data.

BetaListMay not resonate with beta-testers · Missing: web3, chat, crypto

1%1% predicted probability of success on BetaList, based on ML models trained on real launch data.

Correct prediction on native model

Similar products

TuringBot24%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Machine learning software based on symbolic regression

Indie Hackers

Machine Learning Algorithms56%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Machine Learning Algorithms

Hacker News5

IFTTT on steroids with Machine Learning56%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

IFTTT on steroids with Machine Learning

Hacker News2

RunwayML – Machine Learning for Everyone56%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

RunwayML – Machine Learning for Everyone

Hacker News4

RunwayML – Machine Learning for Everyone56%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

RunwayML – Machine Learning for Everyone

Hacker News1

Interpretable Machine Learning with XGBoost56%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Interpretable Machine Learning with XGBoost

Hacker News1

Pairmaker: Chatroulette + Machine Learning56%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Pairmaker: Chatroulette + Machine Learning

Hacker News3

Bootstrapping Machine Learning56%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Bootstrapping Machine Learning

Hacker News8

golearn – Machine Learning for Go56%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

golearn – Machine Learning for Go

Hacker News4

Thoth Machine Learning43%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Thoth Machine Learning

Hacker News15

Browse all products Analyze your launch