julian-carpenter

Julian Schäfer-Zimmermann's repositories

beta-TCVAE

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

Language:PythonMIT15 20

airynet

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

Language:PythonMIT13 20

disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

Language:PythonNOASSERTION010

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)

Language:PythonBSD-3-Clause020

mie_dipole

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

Language:PythonMIT010

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)

Language:PythonBSD-3-Clause010

probabilistic-models

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

Language:PythonBSD-3-Clause010