Amod Sahasrabudhe

Excited to be at #NESSIS this Saturday, representing
@gemini_sports
⚽📊

We’ll share our work on a league-normalized plus-minus approach in football and how it can uncover value in the transfer market.

Lets catch up if you are attending!

Great article @probberechts.bsky.social @jessejdavis.bsky.social and Maaike!
So important to know if what you build really matters

Congratulations Sam!

Congratulations, Pawel!

Its funny you wrote "Suds G" because in India we add a "ji" (pronounced as the alphabet "G") as a respectful suffix to people's names! 😂

Takes a lot of courage to share something that didn't go to plan! Thanks for sharing, Mark!

🫠

Not a word processor necessarily but I find notion quite useful for documenting and quick note taking

I'm not sure if it's available on mac but if it is try Hades

YouTube video by PyData Joris Bekkers - Cutting Edge Football Analytics in Python | PyData London 25

🌀 𝐅𝐨𝐨𝐭𝐛𝐚𝐥𝐥 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐚𝐭 𝐏𝐲𝐃𝐚𝐭𝐚 𝐋𝐨𝐧𝐝𝐨𝐧

My @pydatalondon.bsky.social talk on Graph Neural Networks applied to Football has just been uploaded to YouTube, go check it out!

www.youtube.com/watch?v=PUXU...

I am attending the IMPECT conference tomorrow in NJ. Looking forward to hearing some smart talks and catching up with people from the football analytics space. Let me know if you will be around!!

@impect-official.bsky.social

@numberstorm.bsky.social @unravelsports.com wonder if something like this is what would make sense positionally?

I feel for that 1 CB in 1423

Congratulations Pieter!!

Oh wow! Back home we had a Tata Sky box whose remote looked exactly like this. Hadn't seen this remote in a while!! 😂

🌀 𝐎𝐩𝐞𝐧-𝐒𝐨𝐮𝐫𝐜𝐞 𝐅𝐨𝐨𝐭𝐛𝐚𝐥𝐥 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 @ 𝐏𝐲𝐃𝐚𝐭𝐚 𝐋𝐨𝐧𝐝𝐨𝐧 𝟐𝟎𝟐𝟓

On Saturday I presented a Graph Neural Network Expected Possession Value model at @pydatalondon.bsky.social 2025.

This 𝐆𝐫𝐚𝐩𝐡𝐄𝐏𝐕 model is an ML approach that predicts scoring probability for any moment in the game

🔗 tinyurl.com/pydata-ldn25

Ahh I see what you mean. Not an on-field sport, but chess perhaps. You could be one move away from checkmate, not see it, and still end up losing. Although this would probably never happen with top ranked players, only very low rated players I'd imagine

American Football maybe? Partiots v Falcons at the 2017 Superbowl comes to mind when the Patriots were down 28-3

Congratulations @jessejdavis.bsky.social !! Absolutely well deserved

Element-wise (or pointwise) operations notation? Is there a notation for element-wise (or pointwise) operations? For example, take the element-wise product of two vectors x and y (in Matlab, x .* y, in numpy x*y), producing a new vector of same ...

This might help
math.stackexchange.com/questions/20...

🩵 𝐊𝐥𝐨𝐩𝐩𝐲 𝐯𝟑.𝟏𝟕.𝟎 + 𝐍𝐞𝐰 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧!

Last week we released a new version of Kloppy that includes fully reworked documentation and support for 3 new tracking data providers amongst dozen of other features and improvements!

🔗 kloppy.pysport.org

Agreed! The van Nistelrooy poacher archetype is something you don't see anymore because every striker (and for that matter, every player) is required to do so much more than their basic functions

Given the way the game is evolving the concept of a classic CF is dead now, isn't it? Think most teams just prefer to spread their goals across their forward line

👀 Something's changed at kloppy.pysport.org

We’ve completely rewritten and reorganized 𝐤𝐥𝐨𝐩𝐩𝐲's documentation, now with:
• 🚀 Quickstart Guide for new users
• 📖 API Reference for power users

Dive in & let us know what you think!
@pysport.org 🤩

Ah got it!

I have not read the article but the "hope" factor was probably relative to each teams, right? Like the hope from Nottingham fans was to probably avoid relegation?

Hey @hugoriosneto.bsky.social, is that your work I see in this Scouted article? 👀

THIS FOOTBALL CLUB!

Like any tech, I think it all depends on how it ends up being used — students might copy-paste answers for discussion forums without using their own brains, teachers might auto-grade it, or it could be used responsibly for the applications you mentioned.

Classic!