Pinned Repositories
DeepArchetypeAnalysis
TensorFlow-Implementation of Deep Archetypal Analysis
LagrangianFlowNetworks
Code to the ICLR 2024 Paper "Lagrangian Flow Networks".
basilea-latex
Latex Template for Bachelor and Master thesis (University of Basel, Department of Mathematics and Computer Science)
BayesianMarkovBlanket
Gibbs sampler and Simulated Annealing for Bayesian Markov Blanket estimation.
BLASSO_SA
Implementation of Simulated Annealing for the Bayesian LASSO.
burgers_analytical_1d_2d
Analytical burgers equation in 1d and 2d over time. Also analytical fundamental heat and fokkerplanck equation in 3d.
CLC-Codes
Description of CORINE Land-Cover Codes in a CSV.
deepHMM
A PyTorch implementation of a Deep Hidden Markov Model [Structured Inference Networks for Nonlinear State Space Models]
FlowConductor
(Conditional) Normalizing Flows in PyTorch. Offers a wide range of (conditional) invertible neural networks.
streamAUC
Light-weight package for classification metrics computed on streams or minibatches of data. Mainly for area under the curve (AUC) of precision-recall (PR) or receiver operating characteristic (ROC) curves. Supports multi-class setting with either macro- or micro aggregation..
FabricioArendTorres's Repositories
FabricioArendTorres/FlowConductor
(Conditional) Normalizing Flows in PyTorch. Offers a wide range of (conditional) invertible neural networks.
FabricioArendTorres/basilea-latex
Latex Template for Bachelor and Master thesis (University of Basel, Department of Mathematics and Computer Science)
FabricioArendTorres/BayesianMarkovBlanket
Gibbs sampler and Simulated Annealing for Bayesian Markov Blanket estimation.
FabricioArendTorres/BLASSO_SA
Implementation of Simulated Annealing for the Bayesian LASSO.
FabricioArendTorres/burgers_analytical_1d_2d
Analytical burgers equation in 1d and 2d over time. Also analytical fundamental heat and fokkerplanck equation in 3d.
FabricioArendTorres/CLC-Codes
Description of CORINE Land-Cover Codes in a CSV.
FabricioArendTorres/deepHMM
A PyTorch implementation of a Deep Hidden Markov Model [Structured Inference Networks for Nonlinear State Space Models]
FabricioArendTorres/DirichletSVGP
Stochastic Variational Gaussian Process for fractions using a Dirichlet likelihood. Based on GPFlow.
FabricioArendTorres/gig
Draw sample from the Generalized Inverse Gaussian distribution.
FabricioArendTorres/streamAUC
Light-weight package for classification metrics computed on streams or minibatches of data. Mainly for area under the curve (AUC) of precision-recall (PR) or receiver operating characteristic (ROC) curves. Supports multi-class setting with either macro- or micro aggregation..
FabricioArendTorres/gpflow_util