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Machine learning for all at Amazon AWS. D2L. AutoGluon. DGL.

One of the things I would miss here on Mastodon was all of the alerts from my local infrastructure and government twitter accounts. These will likely take a very long time to make the migration.

With https://bird.makeup, you can create bot accounts that put those tweets in your Mastodon timeline. For instance, I follow the Washington State Patrol account for regional weather related road closures and accident reports:

@[email protected]

EDIT: I Should have tagged the project's creator: @vincent

bird.makeup - Home

Would you like to help build the first ELLIS Institute? The call for Endowed Fellowships is live: ellis.eu/PI2023 #ELLISforEurope #Tuebingen #AI @MPI_IS
Check out #DoWhy 0.9. Now with improved nonparametric modeling via @autogluon. Thanks to @PatrickBloebaum @kailashbuki and the AWS Tübingen Causality team for all the great work! https://github.com/py-why/dowhy/releases
Releases · py-why/dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic...

GitHub
Tim Januschowski on LinkedIn: #datascience #businessintelligence #forecasting #timeseries… | 16 comments

Working in #datascience or in #businessintelligence and you find yourself with a #forecasting or #timeseries problem at hand? Jan Gasthaus and I designed a… | 16 comments on LinkedIn

How can you store and access an arbitrary number of random numbers in constant space? Simple - replace the random number generator with a hash function. This solves the 'random initialization' problem for deep networks. https://alex.smola.org/posts/24-random-numbers/
Alex Smola - Random numbers in constant storage

My Twitter feed is rather quiet today (ML updates), or should I say, a lot less relevant. Most likely we're seeing the first effects of ranking functions no longer being updated. I expect engagement numbers to decrease soon.

https://twitter.com/1Neiln63/status/1594721020262645760
https://twitter.com/Bereza_kateryna/status/1595223308798201856
https://twitter.com/ferruz_noelia/status/1593509527860674560

Neil on Twitter

“Has anyone noticed the increased content of US political tweets. I’m on here for the Support of the Ukraine war. Prior to Musk taking my tweets were war related. Now it’s getting less than 50%. This is clearly directed from the top. Twitter has become a US political forum😡”

Twitter
Join us at #NeurIPS for a tutorial on AutoML with @autogluon https://sxjscience.github.io/neurips2022-autogluon-workshop/
AutoGluon: Empowering (Multimodal) AutoML for the Next 10 Million Users

NeurIPS 2022, New Orleans Convention Center, 2:00pm CST Nov 28th, Room 293.

AutoGluon: Empowering (Multimodal) AutoML for the Next 10 Million Users