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Vincent D. Warmerdam Profile picture
Vincent D. Warmerdam
@fishnets88
Let's not solve the wrong problem. Prefer common sense over hype. Employed @explosion_ai, builds https://t.co/KOwpfLMpuQ, https://t.co/3389HCVf4W, blog https://t.co/zREZ8H2IBZ. he/him
Sep 29, 2022 • 6 tweets • 3 min read
Announcement time!

I just released Embetter. It's a tool that lets you quickly get sentence/image embeddings working in scikit-learn pipelines.

github.com/koaning/embett… The goal for the library is to remain relatively small, but to support some tools that are generally useful for bootstrapping.

Right now, it offers support for sentence-transformers, pytorch-image-models, colorhistograms and sense2vec. As well as some csv-helpers for them.
Jan 12, 2022 • 4 tweets • 1 min read
Tonight I'll speak at @PyData Slovenia! If I'm not mistaken you're still able to join and I'll be there to share some tricks in NLP. If folks have questions upfront; ask 'em here and I'll try to prepare a demo.

meetup.com/PyData-Sloveni… Stuff I hope to discuss: letter embeddings, bytepair embeddings, word embeddings, subword embeddings and floret embeddings.

I'll also discuss why you may not need any of them 😅 but there are some interesting parts about 'em.
Dec 17, 2021 • 9 tweets • 9 min read
@mihagazvoda @abhi1thakur @rushworth_a I think he's more talking about labeling a dataset for a proper use-case. The drawdata tool is more meant for educational purposes.

That said, I have done a lot of work on a suite of tools that totally help me label in my day-to-day work.

A thread! @mihagazvoda @abhi1thakur @rushworth_a For starters, if you'd like to label ... possibly the lowest barrier to entry method is to check out pigeon for classification tasks. I didn't make the tool, but it's a nice jupyter widget that's quick to get started with.

calmcode.io/pigeon/introdu…
May 17, 2020 • 5 tweets • 1 min read
People sometimes ask me if I have advice on how learn all these data science tools. Here goes; read the documentation cover to cover.

1/n I was backpacking when I was teaching myself python. At some point I knew that I was going to have a moment with no wifi while on a boat for 24 hours. I would have power but no wifi.