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Fabricio Arend Torres's Projects

basilea-latex icon basilea-latex

Latex Template for Bachelor and Master thesis (University of Basel, Department of Mathematics and Computer Science)

blasso_sa icon blasso_sa

Implementation of Simulated Annealing for the Bayesian LASSO.

burgers_analytical_1d_2d icon burgers_analytical_1d_2d

Analytical burgers equation in 1d and 2d over time. Also analytical fundamental heat and fokkerplanck equation in 3d.

clc-codes icon clc-codes

Description of CORINE Land-Cover Codes in a CSV.

deephmm icon deephmm

A PyTorch implementation of a Deep Hidden Markov Model [Structured Inference Networks for Nonlinear State Space Models]

dirichletsvgp icon dirichletsvgp

Stochastic Variational Gaussian Process for fractions using a Dirichlet likelihood. Based on GPFlow.

flowconductor icon flowconductor

(Conditional) Normalizing Flows in PyTorch. Offers a wide range of (conditional) invertible neural networks.

gig icon gig

Draw sample from the Generalized Inverse Gaussian distribution.

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