Radim Řehůřek
@RadimRehurek
Founder and CTO @PII_tools. Applied #ML, #NLP, #IR. 💘 history and beginnings. PhD in AI. Creator @gensim_py. Life & travel in East Asia.
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Scoping and research analysis finished, starting R&D on real data.
So. Promo code MALICE (from @michaelmalice podcast) at @IPVanish gets me $3.75/mo. But if I go straight to ipvanish.com and ignore Michael's "special offer", I get $3.20/mo 🤔 I don't mind the $$$ but what's the logic here?
Fed up with large companies abusing our #privacy? The wonderful folks at @NOYBeu are fighting them and need your help! Fulltime #webdev please respond here: noyb.eu/sites/default/…
Summer release of Python #smart_open v5.2.0: Faster Azure connections & a new GCS parameter & several fixes 🌻 github.com/RaRe-Technolog…
Oh yes, #Gensim now accepts sponsors :) If your company / job relies on my #opensource work, please consider supporting me to sustain it 🙏 github.com/sponsors/piskv…
Gensim got its first Github sponsor! ❤️ Thank you @WiLabsCom – check them out 🤗 radimrehurek.com/gensim/people.… #opensource #sustainability
Gensim 4.0 is finally out 🤗 Faster, leaner, better. Full Changelog + Migration notes here: github.com/RaRe-Technolog… Big thanks to all who participated in beta + RC releases.
💥 Gensim 4.0.0 RC1 (release candidate) is out! 💥 Your last chance to check everything works for you & report issues, before the full 4.0 release tomorrow 🤗 $ pip install --pre --upgrade gensim
🧵Practical named entity recognizer by @RadimRehurek' team. Somewhat unsurprisingly they use good old convnets. Why this old ... you would ask and no shiny transformers. Well, things have to run very quickly in production.
Part 2 of "How we built a state-of-the-art #NER engine for #PII detection": The technical details pii-tools.com/detect-person-… #MachineLearning #TensorFlow #privacy #dataprotection
pii-tools.com
Detect person names in text: Part 2 (Technical) | PII Tools
How did we build a state-of-the-art NER engine with Tensorflow on a budget? Read the article to find out.
Q: Why build an in-house #NER engine, in 2021? Why not use #opensource? A: Performance + accuracy + flexibility. Definitely worth it 👌 (if you know what you're doing)
What does it take to detect person names in text? Why we built our own named-entity-recognition engine: pii-tools.com/detect-person-… #MachineLearning #TensorFlow #privacy #dataprotection
Winter release of Python #smart_open v4.1.2: github.com/RaRe-Technolog… More options for S3, codecs fixes, faster reads. Enjoy! ☃️
github.com
Release v4.1.2 · piskvorky/smart_open
Unreleased 4.1.2, 18 Jan 2021 Correctly pass boto3 resource to writers (PR #576, @jackluo923) Improve robustness of S3 reading (PR #552, @mpenkov) Replace codecs with TextIOWrapper to fix newline ...
I forgot what the point of that wrapper was, but its execution wasn't great and we removed it completely in Gensim 4.0: github.com/RaRe-Technolog…
Why @gensim_py don't fit their sklearn_api data type for input to the same type sklearn transformers use?? Isn't the whole point of it to fit with sklearns modules?
#Gensim 4.0 is coming! 💥💥💥 Massive optimizations, general cleanup, new website 💥💥💥 Want to help? Install beta and let us know how it went: $ pip install --pre --upgrade gensim github.com/RaRe-Technolog…
A proposal to make CPython (the "standard" #Python) 5x faster 🍽️ mail.python.org/archives/list/…
Deep down, it's always about low-rank matrix decompositions. "Rethinking Attention with Performers" blog post by @GoogleAI ai.googleblog.com/2020/10/rethin…
Released #smart_open 2.2.0: $ pip install smart_open[aws] (dependencies like S3, GCS etc are now optional, for a leaner install) Also, S3 performance improvements. Enjoy! 🌞 github.com/RaRe-Technolog…
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