lbasora
Research engineer at ONERA, working in risk/performance assessment and data analysis applied to air traffic management and predictive aircraft maintenance.
ONERAToulouse, France
Pinned Repositories
back2python
A quick way to be back on track with Python 3
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
Bayesian Neural Networks to predict RUL on N-CMAPSS
blitz-bayesian-deep-learning
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
bnnrul
Tools to test BNN inference algorithms and techniques to predict RUL on aeronautical systems.
DCEC
FEAT
pt-sdae
PyTorch implementation of SDAE (Stacked Denoising AutoEncoder)
PyTorch-BayesianCNN
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
sectflow
lbasora's Repositories
lbasora/bayesrul
Bayesian Neural Networks to predict RUL on N-CMAPSS
lbasora/bnnrul
Tools to test BNN inference algorithms and techniques to predict RUL on aeronautical systems.
lbasora/sectflow
lbasora/DCEC
lbasora/FEAT
lbasora/pt-sdae
PyTorch implementation of SDAE (Stacked Denoising AutoEncoder)
lbasora/PyTorch-BayesianCNN
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
lbasora/back2python
A quick way to be back on track with Python 3
lbasora/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.
lbasora/blitz-bayesian-deep-learning
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
lbasora/ConvLSTM_pytorch
Implementation of Convolutional LSTM in PyTorch.
lbasora/DCC
This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper
lbasora/Deep-SAD-PyTorch
A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.
lbasora/deep-traffic-generation
Traffic Generation
lbasora/OmniAnomaly
KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
lbasora/openap
Open Aircraft Performance Model and Python Toolkit
lbasora/pytorch_convolutional_rnn
PyTorch implementation of Convolutional Recurrent Neural Network
lbasora/rethinking-pyro
Statistical Rethinking with PyTorch and Pyro
lbasora/traffic
A toolbox for manipulating and analysing air traffic data
lbasora/TyXe