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🦓CEBRA
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@cebraAI

🦓CEBRA

@cebraAI
🦓 Consistent EmBeddings of high-dimensional Recordings using Auxiliary variables | pip install cebra
Dev by @mwmathislab
cebra.ai
Joined September 2021
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  • @cebraAI
    🦓CEBRA
    @cebraAI
    Jun 29
    The newest edition to the #CEBRA family! Now, you can extract dynamics and the underlying putative governing equations ♾️🧠
    @TrackingActions
    Mackenzie Weygandt Mathis, PhD
    @TrackingActions
    Jun 25
    🧠 Can we recover the equations governing a system directly from noisy, high-dimensional observations? #DYSCO, by Paolo Muratore, is a first step: it learns latent spaces that capture the underlying dynamics & enables recovery of governing equations 📄arxiv.org/abs/2606.13260
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  • @cebraAI
    🦓CEBRA
    @cebraAI
    Mar 6, 2025
    Ready to start with #CEBRA for your behavioral clustering, neural data, or joint-modeling? Check out our new demo notebook to help you learn the best practices and how to develop models! cebra.ai/docs/demo_note… 🌈🦓 #ML4Science
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  • @cebraAI
    🦓CEBRA
    @cebraAI
    Feb 7, 2025
    We have a new release up! Check out 0.5.0rc1!! 🔥 Important maintenance updates to keep up with dependencies, some nee features, and preparing for much more coming in the next weeks 👀… github.com/AdaptiveMotorC… #cebra @mwmathislab
    github.com
    Release v0.5.0rc1 · AdaptiveMotorControlLab/CEBRA
    What's Changed Fix pandas intersphinx mapping; fix test setup by @stes in #136 Implementation for discrete multisession by @introspective-swallow in #135 Update imports in pivae from keras to ...
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  • @cebraAI
    🦓CEBRA
    @cebraAI
    Oct 7, 2024
    🥳 check out the #DeepLabCut + #CEBRA work for behavioral analysis from @shaokaiyeah et al @NatureComms nature.com/articles/s4146… ⬇️
    @DeepLabCut
    DeepLabCut 🦄
    @DeepLabCut
    Oct 6, 2024
    #SfN24 update: sadly, we are not there in person, but we love to see a lot of #DeepLabCut powered science is 🥳 and we are happy to retweet it! 💕 (tag us!) 👀 But, here is what we would present 🥰🔥 DeepLabCut 3.0 release candidate is up!🔥 pip install deeplabcut==3.0.0rc5
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  • @cebraAI
    🦓CEBRA
    @cebraAI
    Oct 5, 2024
    🤩🔥
    @LecoqJerome
    Jérôme Lecoq
    @LecoqJerome
    Jun 28, 2023
    I have been reviewing the CEBRA paper in depth. What really strikes me is the multi-sessions/animal embedding. I feel like this paper is only scratching the surface of what could be done there. For starter, we could embed across species or even between models and experiments.
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