single-trajectory-characterization

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GabrielFernandezFernandez / SPIVAE
Stochastic processes insights from VAE. Code for the paper: Learning minimal representations of stochastic processes with variational autoencoders.
anomalous-diffusion autoregressive-models brownian-motion feature-learning fractional-brownian-motion interpretability knowledge-discovery representation-learning stochastic-models time-series unsupervised-machine-learning variational-autoencoder scaled-brownian-motion single-trajectory-characterization
Language:Jupyter Notebook 6