ramikrispin, to datascience
@ramikrispin@mstdn.social avatar

(1/2) Google released a new foundation model for time series forecasting 🚀

The TimeFM (Time Series Foundation Model) is a foundation model for time series forecasting applications. This pre-trained model was developed by the Google Research team. It joins the recent trend of leveraging foundation models for time series forecasting, which includes Salesforce's Moirai and Amazon's Chronos.

image/png

ramikrispin,
@ramikrispin@mstdn.social avatar

(2/2) License: Apache-2.0 license 🦄

Release notes 📖: https://research.google/blog/a-decoder-only-foundation-model-for-time-series-forecasting/
Code 🔗: https://github.com/google-research/timesfm
Hugging Face 🤗: https://huggingface.co/google/timesfm-1.0-200m

Image credit: Model's paper

ramikrispin, to machinelearning
@ramikrispin@mstdn.social avatar

(1/2) New release for skforecast 🎉

Version 0.12.0 of the skforecast Python library for time series forecasting with regression models was released this week. The release includes new features, updates for existing ones, and bug fixes. 🧵👇🏼

image/png
image/png

ramikrispin,
@ramikrispin@mstdn.social avatar

(2/2) Here are some of the new features:
✅ Ability to forecast multiple series with different lengths and/or different exogenous variables per series.
✅ Bayesian hyperparameter search is now available for all multiseries forecasters using optuna as the search engine.
✅ New forecasting models based on deep learning models (RNN and LSTM)
✅ New methods for creating prediction intervals

Code 🔗: https://github.com/JoaquinAmatRodrigo/skforecast
Release notes 🔗: https://skforecast.org/0.12.0/releases/releases

weird.wolf, to nature
PyDataPGH, to Pittsburgh
@PyDataPGH@fosstodon.org avatar

Join #PyData #Pittsburgh for a casual gathering of the local, national, and international PyData community on the sidelines of #PyCon US 2024! Meet up with fellow #DataScience, #MachineLearning, and scientific computing enthusiasts when the world's largest Python conference comes to town.

https://www.meetup.com/pydata-pittsburgh/events/300961938/

stefaneiseleart, (edited ) to aiart German
@stefaneiseleart@mograph.social avatar
weird.wolf, to nature
leanpub, to datascience
@leanpub@mastodon.social avatar

The Hundred-Page Machine Learning Book (PDF + EPUB + extra PDF formats) by Andriy Burkov is on sale on Leanpub! Its suggested price is $40.00; get it for $14.00 with this coupon: https://leanpub.com/sh/zkHhTsbl

peterdrake, to ArtificialIntelligence
@peterdrake@qoto.org avatar

From Prince, Understanding Deep Learning.

mrcompletely,
@mrcompletely@heads.social avatar

@peterdrake holy cow that little purple guy really could do it all

peterdrake,
@peterdrake@qoto.org avatar

@mrcompletely It would be even better if one of the equations involved his symbol.

I read a programming language textbook by a Dr. Scott, who included an example involving Brad and Janet.

metin, to ai
@metin@graphics.social avatar

This is pretty cool. Curious what discoveries lie ahead…

𝘈𝘭𝘱𝘩𝘢𝘍𝘰𝘭𝘥 3 𝘱𝘳𝘦𝘥𝘪𝘤𝘵𝘴 𝘵𝘩𝘦 𝘴𝘵𝘳𝘶𝘤𝘵𝘶𝘳𝘦 𝘢𝘯𝘥 𝘪𝘯𝘵𝘦𝘳𝘢𝘤𝘵𝘪𝘰𝘯𝘴 𝘰𝘧 𝘢𝘭𝘭 𝘰𝘧 𝘭𝘪𝘧𝘦'𝘴 𝘮𝘰𝘭𝘦𝘤𝘶𝘭𝘦𝘴

https://blog.google/technology/ai/google-deepmind-isomorphic-alphafold-3-ai-model/

mia, to ArtificialIntelligence
@mia@hcommons.social avatar

Today I learnt about Masakhane, a 'grassroots NLP community for Africa, by Africans', helping make sure that the 2000+ languages and related names and cultures in the continent are represented in technology https://www.masakhane.io/

Via a Towards a National Collection seminar

JGarciaMartin, to machinelearning
@JGarciaMartin@mas.to avatar

On June 15th, my colleague Mónica and I from
@EA SEED will be presenting some of our work on tools for at in Madrid. Really looking forward to visiting UPM again!

https://aeseurope2024.sched.com/event/1dQtK/incorporating-a-machine-learning-research-project-into-game-audio-production-the-exflowsions-case-study

metin, (edited ) to blender
@metin@graphics.social avatar

Tried Leiapix's automatic depth algorithm on an old 3D-rendered image of mine.

Nice result out of the box, with only a few minor errors here and there.

https://www.leiapix.com

CWernerArt,
@CWernerArt@mstdn.social avatar

@metin Dis yiu test the AI Link to Krita? It works offline and gives also nice results. The option to control the AI reslts is incredible and brings "artist skills back to the desk".
If someone interested in the AI Module for Krita:
https://github.com/Acly/krita-ai-diffusion

metin,
@metin@graphics.social avatar

@CWernerArt Yes, it's great and very complete. Whenever I need to do some outpainting, inpainting or other things, I use it. No online shizzle. 👍

adelgado, to llm
@adelgado@eu.mastodon.green avatar

Would be nice to have a LLM that you can train locally with your organization documentation, to be able to have an interface to easily find that information buried in decades of documents

DigitalHistory, to machinelearning German
@DigitalHistory@fedihum.org avatar

Morgen startet unser 🥳

Die 1. Sitzung ist wieder ausgewählten Abschlussarbeiten gewidmet:
Julia Pabst untersucht, wie in der zur Identifikation von Wappen & Inschriften eingesetzt werden kann & Lukas Germann widmet sich den Herausforderungen der Analyse von -Daten.

🔜 Wann? 8.5., 16-18 Uhr (c.t.)

ℹ️ Abstracts & Teilnahme:
https://dhistory.hypotheses.org/7395
https://dhistory.hypotheses.org/7412

@histodons

news, to ai
@news@mastodon.toptechtidbits.com avatar

AI-Weekly for Tuesday, May 7, 2024 - Volume 111
https://ai-weekly.ai/newsletter-05-07-2024/

The Week's News in Artificial Intelligence
A Mind Vault Solutions, Ltd. Publication

Subscribers: 18,784 Opt-In Subscribers were sent this issue via email.

  • All
  • Subscribed
  • Moderated
  • Favorites
  • Leos
  • tsrsr
  • DreamBathrooms
  • thenastyranch
  • magazineikmin
  • hgfsjryuu7
  • Youngstown
  • InstantRegret
  • slotface
  • khanakhh
  • rosin
  • ngwrru68w68
  • kavyap
  • PowerRangers
  • normalnudes
  • tacticalgear
  • cubers
  • everett
  • vwfavf
  • ethstaker
  • osvaldo12
  • Durango
  • mdbf
  • cisconetworking
  • modclub
  • GTA5RPClips
  • tester
  • anitta
  • All magazines