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nklkhlr/README.md

Hi, I'm Nikolai, a postdoctoral researcher in the group of Britta Velten. I develop methods to analyze omics data in a (subcellular) spatial context. Previously, I worked on graph-based methods to interpret metabolome and lipidome data.

A (non-exhaustive) list of my current research interests:

  • 🌐 geometry and 🍩 topology
  • 🗺️ optimal transport
  • 📈 probabilistic modeling
  • :electron: dynamical system
Some GitHub Stats

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  1. LipiTUM/pymantra LipiTUM/pymantra Public

    Metabolic Reaction Analysis and Multi-Omics Associations from Untargeted Metabolomics

    C++ 4

  2. LipiTUM/pymantraAPI LipiTUM/pymantraAPI Public

    Database API for the pymantra package

    Shell

  3. ml_models ml_models Public

    Collection of ML Models, mostly implemented in JAX

    Python

  4. aidos-lab/pytorch-topological aidos-lab/pytorch-topological Public

    A topological machine learning framework based on PyTorch

    Python 161 21

  5. jax-cfm jax-cfm Public

    Conditional Flow Matching in JAX

    Python