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Julian Schäfer-Zimmermann's Projects

airynet icon airynet

Code for "Deep neural networks for classifying complex features in diffraction images", Zimmermann et al. (2019) (Phys. Rev. E 99, 063309)

beta-tcvae icon beta-tcvae

Tensorflow 2.x implementation of the beta-TCVAE (arXiv:1802.04942).

disentangling-vae icon disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

gradient_opt icon gradient_opt

Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general) (Originally from https://wiseodd.github.io)

mie_dipole icon mie_dipole

Mie-Theory based analysis of TDSE calculations of the dipole response

monte-carlo-markov-chain icon monte-carlo-markov-chain

Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples. (Originally from https://wiseodd.github.io)

probabilistic-models icon probabilistic-models

Collection of probabilistic models and inference algorithms (Originally from https://wiseodd.github.io)

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