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πŸ•ΉοΈπŸ­πŸ§  hacking ...
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πŸ•ΉοΈπŸ­πŸ§  hacking ...

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@AdaptiveMotorControlLab @DeepLabCut @DeepLabCutAIResidency

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MMathisLab/README.md

Hi there, this is Mackenzie! πŸ‘‹

I am a Prof. at EPFL leading a lab that studies adaptive intelligence. What is that? Check out my prespective piece here. My handle reflects some historical use of GitHub before Orgs πŸ‘€ where I used to host all lab repos, but now most are under our Org ➑️ here.

Below is a collection of projects I contribute to, with a few highlights being:

Thanks for visiting!

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  1. DeepLabCut/DeepLabCut DeepLabCut/DeepLabCut Public

    Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

    Python 4.8k 1.7k

  2. AdaptiveMotorControlLab/CEBRA AdaptiveMotorControlLab/CEBRA Public

    Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA

    Python 928 79

  3. AdaptiveMotorControlLab/DLC2Kinematics AdaptiveMotorControlLab/DLC2Kinematics Public

    a module for kinematic analysis of deeplabcut outputs

    Jupyter Notebook 135 26

  4. DeepLabCut/DeepLabCut-live DeepLabCut/DeepLabCut-live Public

    SDK for running DeepLabCut on a live video stream

    Python 194 49

  5. AdaptiveMotorControlLab/AmadeusGPT AdaptiveMotorControlLab/AmadeusGPT Public

    We turn natural language descriptions of behaviors into machine-executable code

    Python 206 8

  6. AdaptiveMotorControlLab/CellSeg3D AdaptiveMotorControlLab/CellSeg3D Public

    A napari plugin for direct 3D cell segmentation -- taking you through training, inference, and review of masks

    Jupyter Notebook 74 12