Caner Türkmen @canerturkmen
ML Scientist @awscloud. Formerly, PhD CMPE @UniBogazici. Opinions are my own. RTs≠endorsements. Tweets in EN and TR. caner.io Berlin Joined February 2009-
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Excited to announce @autogluon v1.1 🚀! Now with support for Chronos 🕑 pretrained time series models, feature importance, better covariate and missing value support in time series, and many other new features. Check it out now! github.com/autogluon/auto… #AutoML #forecasting
One week of Chronos, and it's already almost at 1k stars on GitHub. Come on Twitter, help us give it a little push! github.com/amazon-science…
Amazon researchers have released an open-source family of pretrained models for time series forecasting. Chronos is built on a language model architecture and trained with billions of tokenized time series observations to provide accurate zero-shot forecasts for new time series.
3. chronos-forecasting Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting #Python github.com/amazon-science…
So excited to have been a part of this! Chronos is already on 🤗HuggingFace and coming soon to @autogluon 🚀 !
So excited to have been a part of this! Chronos is already on 🤗HuggingFace and coming soon to @autogluon 🚀 !
Profesör Ethem Alpaydın yapay zeka konusunda Türkiye’nin önde gelen ismi. Bu alanda MIT yayınlarından çıkan kitabı tüm dünya üniversitelerinde okutuluyor. Geçen hafta Türker Kılıç ile doğal zihnin kıvrımları arasında gezdikten sonra bu hafta yapay zihnin bytlarını inceliyoruz.…
AutoGluon 1.0 is live!! Shatters SOTA, wins 75% vs prior release, 63% win-rate vs best-in-hindsight combination of other methods. To our knowledge, this is the biggest leap forward in tabular ML in the past 4 years. See how we did it: github.com/autogluon/auto… #AutoML #AutoGluon
AutoGluon 1.0 releases tomorrow. This is going to be a big one, stay tuned!
We have progressed from a world in which A.I. merely repackages human knowledge to one in which it synthesizes and consolidates it, James Somers writes. After learning to draw new knowledge out of us, it could start producing some of its own. nyer.cm/LGH81JK
Search interest over time, ChatGPT (blue) vs Minecraft (red). There's an obvious factor that might well underlie both trends (down for ChatGPT, up for Minecraft). Can you guess what it is? As it happens, the answer matters for both the future of AI and the future of education.
I wrote a little retrospective about my experience and lessons learned from releasing Prophet as an open source project: medium.com/@seanjtaylor/a…
Fascinating essay by the best author of AI dystopias imho: will AI become the new McKinsey? via @NewYorker newyorker.com/science/annals…
The most common question we get about our models is "will X fit on Y GPU?" This, and many more questions about training and inferring with LLMs, can be answered with some relatively easy math. By @QuentinAnthon15, @BlancheMinerva, and @haileysch__ blog.eleuther.ai/transformer-ma…
Learn about #AutoML and @autogluon, which can handle a range of tasks from regression to image classification and time series forecasting with state-of-the-ar… @canerturkmen @shchur_ at #PyConDE #PyDataBerlin 2023.pycon.de/program/WMAXSV/
Join us for an @autogluon tutorial tomorrow 3-6pm at #NeurIPS neurips.cc/Expo/Conferenc…
Meet the latest in AutoML for time series forecasting @awscloud aws.amazon.com/blogs/machine-…
AutoGluon v0.6 is out now!! FT-Transformer available as prototype | 1B model efficient fine-tuning in seconds | Object Detection Revamp | Multimodal matching support | 20x faster time series training | Named Entity Recognition Support & much more: github.com/awslabs/autogl…
Good morning, Berlin ML scene! Interested in deep learning and AutoML for time series? Join us next week at our AutoGluon/GluonTS workshop @ Amazon! Info and registration at eventbrite.com/e/autogluon-gl… #gluonts #autogluon #berlin #machinelearning
Took a couple of bugfix releases, but: GluonTS v0.10 is out, kicking, and ready to predict! #gluonts #pytorch #mxnet See the full list of changes here: github.com/awslabs/gluon-… and check out the shiny new website: ts.gluon.ai A summary of the changes:🧵
Çağatay Yıldız @CgtyYldz
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Maximilian Hildebrand.. @maxjanhil
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Alkın Kaz @alkin_kaz
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40 Followers 320 Following Faculty at @biumedicine .Math PhD, doing epidemiology. Wrong models that are useful, but preferably no models.
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Jeremy Goldberg @jeremy_goldberg
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Amazon Science @AmazonScience
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@[email protected].. @smolix
21K Followers 121 Following AutoML with https://t.co/xqkK2q7L02 - learn ML with https://t.co/9W8dBWESkW - join us at https://t.co/uY2XbWTgaT
Tuna Tugcu @tuna_tugcu
10K Followers 995 Following Professor of Computer Engineering @UniBogazici, @Bogazici_CmpE, @nrgBoun, @maarif1955 💚💛 web➡️ https://t.co/YaaInjDTil mastodon➡️ @[email protected]
Çağatay Yıldız @CgtyYldz
689 Followers 2K Following Postdoc @bethgelab. @csaalto before. @bogazici_cmpe even before.
Kutay @kutay_erkan
269 Followers 322 Following Jack of some trades --- Consultant and data scientist, @UniBogazici IE alum, reader, sports enthusiast.
Nick Erickson @innixma
794 Followers 74 Following Author & Lead Developer of @AutoGluon : https://t.co/foLauqqWWe Senior Scientist at AWS AI #autogluon #automl #opensource
Lorenzo Stella @lostella
303 Followers 425 Following Applied Scientist @awscloud • Former @IMTLucca and @KU_Leuven • #JuliaLang enthusiast • Views expressed are my own, yada yada yada
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92K Followers 450 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.
Görkem @_gorkem_
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Boğaziçi Üni. Bilg.. @Bogazici_CmpE
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92 Followers 633 Following AI at AWS and heteroclite interests. My views do not represent my employer. retweet/like≠endorsement.
Abdul Fatir @solitarypenman
476 Followers 228 Following Applied Scientist @awscloud • ML PhD @NUSingapore • prev: @iitroorkee, @gsoc ✨ Generative Models ✨ 📈 Time Series Forecasting 📈
xiyuanzh @xiyuanzh
140 Followers 197 Following CS Ph.D. Student @UCSanDiego. Previous Intern at AWS AI, MIT, UCD. Qualcomm Innovation Fellowship. Machine Learning, Time Series, IoT
Amazon Science @AmazonScience
93K Followers 2K Following The latest news and research from Amazon's science community. #AmazonScience
Kadıköy Apartmanlar.. @kadikoyapartman
8K Followers 327 Following Hande Tulum ve Efsun Ekenyazıcı Güney, Kadıköy'de kaybolmaya yüz tutan konut dokusunu arşivlemeye ve hafıza albümü oluşturmaya niyetlenir #kadikoyapartmanlari
Pessimists Archive @PessimistsArc
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Yaman Kındap @yamankindap
67 Followers 384 Following PhD Student @Cambridge_Eng | @Camb_SigProC | MSc. @Bogazici_CmpE🥇🥈🥉AutoGluon was used in the 1st, 2nd, 3rd, and 4th place solutions to @kaggle's latest ML competition out of 2718 competitors! kaggle.com/competitions/p…
What a legend! What an inspiration! Remembering #Senna30
And it is open access! 🎯 "Back to the future: a belated history of ‘new’ science in the Ottoman Empire" | BJHS Themes | Cambridge Core bit.ly/4doTSvh
Exciting day! We are going to bring so much more AI goodness to builders and businesses in Amazon Q in the weeks and months to come.
It's an incredibly exciting day! Amazon Q is now generally available, and I can't wait to see how it impacts the way we work. Not long ago, we started thinking about how generative AI could transform how we build applications. aws.amazon.com/blogs/machine-…
Don't miss the @kaggle AutoML Grand Prix competition starting May 1st! Spanning 5 competitions from May to September, test your data science skills to get the best submission within 24 hours of a competition launch, with $75,000 in prizes! kaggle.com/automl-grand-p…
@shchur_ @canerturkmen @autogluon That’s awesome thank you for posting it @shchur_
@predict_addict @canerturkmen @autogluon Here is the description of my solution that scored 2nd on the private leaderboard kaggle.com/competitions/p…
İstanbul’daki bir kütüphanede bir el yazmasının pdfini talep ettiğimde “büyü” içeriyor diye vermemişlerdi.
Soru: Akademik camiada karşılaştığınız en absürt olay neydi?
Fantastic work by the AutoGluon team, 1.1 is first step towards GenAI with the integration of Chronos time series foundation model. #automl
#AutoGluon 1.1 is live! 🚀 Highlights: 1. ⏳Chronos⌛️, a zero-shot forecasting model, is now natively integrated into AutoGluon, achieving a 60% win-rate vs the prior 1.0 release! Chronos has already been downloaded over 1.4 million times on HuggingFace, and we are excited to…
@karpathy @AIatMeta @lmsysorg At ~100M (and much less) to ~1B scale you can comfortably do time series forecasting, that’s for sure: github.com/amazon-science…
🚀 I am really proud to announce the release of @autogluon v1.1! 🕙 Chronos pretrained models for zero-shot forecasting 📊 Feature importance & categorical covariates support 💪 60% win rate vs. the previous release Release notes: github.com/autogluon/auto…
@predict_addict Thanks for the shout out. I can at best claim to have participated in the beginnings here (alongside the great @confusionmatrix ) - but the team has been hammering out things like crazy @syamasundar @LoVVgE @lostella @solitarypenman
@canerturkmen @autogluon Nice to see AutoGluon taking second place in probabilistic prediction comp. Maybe the team would like to put out a notebook to showcase how it could be used for such problems? kaggle.com/competitions/p… There is also probabilistic classification one kaggle.com/competitions/s…
🤖 AutoGluon 1.1 released, with support for⏱️Chronos models! This makes using Chronos even easier, and will enable cloud deployment with few lines of Python. Check out the release notes for all new features github.com/autogluon/auto… and tutorial auto.gluon.ai/stable/tutoria… @autogluon
@canerturkmen @autogluon Congrats @canerturkmen !
Excited to share my latest article, “Back to the future: a belated history of ‘new’ science in the Ottoman Empire” published in @BJHSeditor Themes‼️It is part of a special issue on global science. Check it out here: cambridge.org/core/journals/… #historyofscience #ottomanempire
Curious to learn how Chronos, Amazon's foundation model for time series forecasting, works under the hood? Don't miss @luisbrasroque and Rafael Guedes's in-depth exploration. buff.ly/3xpxukQ
The beauty of open source, reproducible experiments
We extended the study by Nixtla comparing Chronos against the SCUM ensemble. On 200K+ unique time series across 28 datasets, we show that ✨zero-shot✨ Chronos performs comparably to this strong ensemble of 4 statistical models while being significantly faster on average. 🧵
Dear friends, Today, I am so excited to share our Studio’s groundbreaking project, the Large Nature Model - the world’s first open-source, generative AI model focused on Nature. This model, built from an extensive, ethically sourced natural world dataset, is central to our…
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