PhD student at the Institute of Medical Biometry and Statistics, interested in sciML, deep generative models, single-cell RNA-seq and all things Julia.
- Freiburg, Germany
- https://orcid.org/0000-0003-4403-634X
- @marenhackenberg
Highlights
- Pro
Pinned Loading
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LatentDynamics.jl
LatentDynamics.jl PublicA Julia package for learning dynamics based on ODEs in the latent space of a VAE
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NORBIS_workshop_differentiable_programming
NORBIS_workshop_differentiable_programming PublicCode notebooks and further materials for the workshop on "Differentiable programming for flexible modelling with small data" at the 8th NORBIS conference, 24-28 October 2022, Rosendal (Norway).
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DeepDynamicModelingWithJust2TimePoints
DeepDynamicModelingWithJust2TimePoints PublicCombining deep learning and dynamic modeling to fit individual trajectories based on very few time points
Julia 2
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DifferentiableProgrammingForStatisticalModeling
DifferentiableProgrammingForStatisticalModeling PublicIllustrating how statistical modeling can benefit from differentiable programming in challenging modeling tasks.
Julia 3
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MSc-Thesis
MSc-Thesis PublicThesis of my M.Sc. Maths degree: "Temporal Dynamics in Generative Models" (2020)
TeX 2
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