Vincent D. Warmerdam @fishnets88
Prefer common sense over hype. Employed @probabl_ai, builds https://t.co/KOwpfLMXko, https://t.co/3389HCVMUu, blog https://t.co/zREZ8H3grx. he/him koaning.io Amsterdam Joined June 2011-
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Going live in a few! youtube.com/live/93tV-1ckq…
The new @probabl_ai video is out!
The StandardScaler in scikit-learn sounds like an easy thing to build until you realize that it also needs to support sparse data, sample weights *and* online learning. Not to mention numeric stability. The StandardScaler, it turns out, is not standard! youtube.com/watch?v=VZxqqH…
This week I'll be dipping my toes into timeseries during the @probabl_ai livestream to see how far we'll get with just scikit-learn and no timeseries tools. I think we can get quite far, but I also think we'll see a limit. 📺 Watch it here this Friday: youtube.com/live/93tV-1ckq…
TIL that folks trained embeddings on emoji so that they could explain emoji ... via emoji! koaning.io/til/emoji-inte…
It's cool to see new contributors on scikit-lego! This in large part thanks to the code sprint that @PyLadiesAMS organized. Thanks!
Will be going live later today, in case you want to join!
Will be going live later today, in case you want to join!
Our ✨ new ✨ @probabl_ai whiteboard video is about scaling ML. Not in the "tons and tons of data"-sense, but rather in the sense that if you don't prepare (scale) your data ... the ML pipeline may have behavior that you do not want. 📺 Watch it here: youtube.com/watch?v=atehB1…
I recently finished to write a blogpost on how I kept bothering @fishnets88 and my experience in helping maintaining scikit-lego 🧱 for the last ~6 months or so. TL;DR It has been great and fun so far, and we intend to keep it that way. fbruzzesi.github.io/blog/2024/04/1…
I found an old talk of mine where I explain that in a remote techy world ... a drawing screen just makes _so much sense_. If you're doing remote work, here's a bunch of benefits: youtube.com/watch?v=4JcCZy…
You can even go to five backticks! I think even more? calmcode.io/til/md-ticks
You can even go to five backticks! I think even more? calmcode.io/til/md-ticks
Setting up the stream right now :)
I've explored @IbisData yesterday and I'll share some insights about the project during the @probabl_ai livestream this week. There's caveats to be aware of, but also a bunch of stuff to like! You can tune in via the link below: youtube.com/watch?v=xoipV_…
Sebastian Raschka @rasbt
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996 Followers 321 Following https://t.co/Gn735YnbMP is an open source framework for building data products with SQL and markdown hiring: https://t.co/qWkH97OE1L@fishnets88 Can upload it later. Made it in fusion
Pretty sure Microsoft has open sourced some really small models before. Anyone remember Vowpal Wabbit?
Software developers in your 20s what advice would you give to developers 40 and up?
"Inter-op is the future" 💯
DuckDB now integrates with Arrow's recently added types: String and List Views. Inter-op is the future ;-) github.com/duckdb/duckdb/… github.com/duckdb/duckdb/…
@fishnets88 For xgboost, it's done here in R tidypredict.tidymodels.org/articles/xgboo…
It was fun to contribute to the widely used #Python libraries in #data and #AI fields (@scikit_learn @pandas_dev @numpy_team @FastAPI @pydantic diepvries) during our #Python Open Source Sprints hosted by @picnic. Huge thanks to all participants, mentors, libraries maintainers.
It still happens that people approach me at conferences and meet-ups to thank me for my contributions, replies on forums, Discord or Stack Overflow. It is very humbling and motivating!
There is an art to being truly helpful on forums. It’s a careful balance of: 1. What is the critical information a user needs answers to (in as short and direct answer as possible) 2. What information can you give them to go investigate and learn more of on their own (spark…
Man, there's so many rude men in the replies and quotes and DMs being like "good" and "haha" and crap. Go get a hobby and learn how to be nice.
started experimenting with a minimal igv #anywidget github.com/manzt/pygv
From weights release to an iOS local demo anyone can run: a few hours. This execution speed is the real reason closed-model companies are afraid of open source, not bioweapons.
Llama 3 running locally on iPhone with MLX Built by @exolabs_ team @mo_baioumy h/t @awnihannun MLX & @Prince_Canuma for the port
@fishnets88 @probabl_ai I did not know about the QuantileTransformer, very nice :)
Around a year ago I had posted my mouse+touch event handler code to handle dragging in my interactive diagrams, and said it gave me a lot of flexibility. But I didn't actually demo that flexibility. Now I have. Here's a catalog of full copyable examples— redblobgames.com/making-of/drag…
Climate protestors are being incarcerated for years for holding a placard in the street. This is a state sponsored abuse of civil rights. Jurors should know they don't have to be complicit in this madness. #IStandWithTrudi
Trudi Warner could face two years in prison for simply holding a placard defending the rights of juries. Do you stand with Trudi? Quote tweet with your message of support and the hashtag #IStandWithTrudi
I recently finished to write a blogpost on how I kept bothering @fishnets88 and my experience in helping maintaining scikit-lego 🧱 for the last ~6 months or so. TL;DR It has been great and fun so far, and we intend to keep it that way. fbruzzesi.github.io/blog/2024/04/1…
@fishnets88 Zeker een goed punt! Ethisch handelen is een belangrijk onderdeel van coaching. Het is aan de coach om te oordelen of een bot ingezet kan worden. Het boek besteed hier ook aandacht aan.
@BruzzesiFr @fishnets88 Thanks for sharing, your perpective gives me a nice context I can defo relate to e.g. low hanging fruit of docstrings 😅and some confidence that I shouldn't be that stressed about every push, I'm really thankful I can get the first bits of experience with you and Vincent
@fishnets88 @BrewDog @FVReclame Or even well-intentioned "proper" reforestation companies... A real story from Portugal: Using heavy machinery during fire season caused a spark igniting a forest fire destroying more trees than they can ever replant. Stupidity and impatience can have disastrous consequences.