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Luis Basora's Projects

bayesian-deep-rul icon bayesian-deep-rul

Official implementation of https://arxiv.org/abs/1911.06256. Bayesian and frequentist deep learning models for remaining useful life (RUL) estimation implemented in PyTorch.

bayesrul icon bayesrul

Bayesian Neural Networks to predict RUL on N-CMAPSS

bnnrul icon bnnrul

Tools to test BNN inference algorithms and techniques to predict RUL on aeronautical systems.

dcc icon dcc

This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper

deep-sad-pytorch icon deep-sad-pytorch

A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.

omnianomaly icon omnianomaly

KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network

openap icon openap

Open Aircraft Performance Model and Python Toolkit

pt-sdae icon pt-sdae

PyTorch implementation of SDAE (Stacked Denoising AutoEncoder)

pytorch-bayesiancnn icon pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

traffic icon traffic

A toolbox for manipulating and analysing air traffic data

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