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@dynamical-inference

Dynamical Inference Lab

Dynamical Inference Lab @ Helmholtz Munich, led by @stes

Welcome đź‘‹

This is the Github account of the Dynamical Inference Lab at Helmholtz Munich.

We build machine learning algorithms for representation learning and inference of nonlinear system dynamics. We apply these algorithms to model complex biological systems in neuroscience, cell biology and other life science applications.

If you are interested in representation learning algorithms and/or their applications, please reach out! We are hiring for fully-funded PhD, postdoc and research engineering positions, and also welcome undergraduate and Master’s students to apply for research visits, internships and research assistant positions.

Further information on the lab website: dynamical-inference.ai

Popular repositories Loading

  1. dcl dcl Public

    Official reference implementation of dynamics contrastive learning (DCL).

    Python 18 1

  2. patchsae patchsae Public

    Implementation of PatchSAE as presented in "Sparse autoencoders reveal selective remapping of visual concepts during adaptation"

    Jupyter Notebook 18 1

  3. .github .github Public

Repositories

Showing 3 of 3 repositories
  • dcl Public

    Official reference implementation of dynamics contrastive learning (DCL).

    dynamical-inference/dcl’s past year of commit activity
    Python 18 Apache-2.0 1 0 0 Updated Jun 24, 2025
  • patchsae Public

    Implementation of PatchSAE as presented in "Sparse autoencoders reveal selective remapping of visual concepts during adaptation"

    dynamical-inference/patchsae’s past year of commit activity
    Jupyter Notebook 18 MIT 1 1 1 Updated May 6, 2025
  • .github Public
    dynamical-inference/.github’s past year of commit activity
    0 0 0 0 Updated Sep 16, 2024

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