This may revolutionize data science: we introduce TabPFN, a new tabular data classification method that takes 1 second & yields SOTA performance (better than hyperparameter-optimized gradient boosting in 1h). Current limits: up to 1k data points, 100 features, 10 classes. 🧵1/6
📣 Apache UIMA 3.3.0 has just been released! 🤩
Check out the release notes 👀 What's your favourite feature or fix? 🤔 https://t.co/4IeXW1pauJ 💾 https://t.co/dMazyCqihw
#Apache#OpenSource#release
If you want to quickly prototype rule-based text annotation, we have a great new environment ready for you: IRuta - try it out now: https://t.co/lnPkHccEDI
Fine-tune any of the 11,000 🤗 models in Amazon SageMaker,
And now, grab your custom code snippet right from the model page! 🔥🔥🔥
Learn more at https://t.co/RcpwggSuem
We're back this week with two new FSDL lectures.
1. Deploying machine learning models.
2. Monitoring models in production.
We cover strategies, tools, and concrete recommendations for how to get your models into production and keep them there.
Enjoy!
https://t.co/lvANZTh9wR
Looking forward to present our #NLProc work on "Clinical Outcome Prediction from Admission Notes" at next week's #EACL2021
We deploy a new admission->discharge task setup & propose outcome pre-training to integrate knowledge from unlabeled data.
Preprint
https://t.co/JrB9eghKto