arthurviens / bayesrulLinks
Bayesian Neural Networks to predict RUL on N-CMAPSS
☆21Updated 3 years ago
Alternatives and similar repositories for bayesrul
Users that are interested in bayesrul are comparing it to the libraries listed below
Sorting:
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆24Updated 3 years ago
- ☆65Updated 5 years ago
- Official implementation of https://arxiv.org/abs/1911.06256. Bayesian and frequentist deep learning models for remaining useful life (RUL…☆21Updated 6 years ago
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆23Updated 3 years ago
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆22Updated 4 years ago
- Application of Transfer Learning for RUL Prediction☆29Updated 4 years ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆13Updated 3 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆58Updated last year
- Companion repository for the paper "Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision"…☆26Updated 3 years ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆61Updated 2 years ago
- ☆13Updated last year
- Proposed ATS2S model for C-MAPSS dataset.☆16Updated 4 years ago
- Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent☆29Updated last year
- This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.☆52Updated 4 years ago
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆25Updated last year
- Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…☆12Updated 2 years ago
- ☆24Updated 2 years ago
- TL-UESTC / Privacy-Preserving-Adaptive-Remaining-Useful-Life-Prediction-via-Source-Free-Domain-AdaptionThe implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆27Updated 10 months ago
- ☆16Updated 3 years ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆29Updated 3 years ago
- Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction☆29Updated last year
- ☆104Updated last year
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆83Updated 2 years ago
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆38Updated last year
- ☆34Updated 3 years ago
- Remaining Useful Life prediction with a Deep Self-Supervised Learning Approach☆23Updated 2 years ago
- ☆14Updated 4 years ago
- Produce an example using LSTM to predict remaining useful life of machinery☆16Updated 2 years ago
- ☆17Updated 4 years ago
- N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)☆105Updated 2 years ago