lucadellalib / bdl-rul-svgd
Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent
☆21Updated last year
Alternatives and similar repositories for bdl-rul-svgd:
Users that are interested in bdl-rul-svgd are comparing it to the libraries listed below
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆22Updated 2 years ago
- A PyTorch implimentation of a conditional Dynamical Variational Autoencoder for remaining useful life estimation☆10Updated last year
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆21Updated 2 years ago
- Produce an example using LSTM to predict remaining useful life of machinery☆14Updated last year
- Bayesian Deep Learning for Remaining Useful Life Estimation of Machine Tool Components☆16Updated 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.☆19Updated 11 months ago
- Conformal Prediction Intervals for Remaining Useful Lifetime Estimation (IJPHM 2023)☆15Updated last year
- This code is for paper "KDnet-RUL: A knowledge distillation framework to compress deep neural networks for machine remaining learning use…☆13Updated last year
- Code for: A probabilistic estimation of remaining useful life from censored time-to-event data (2024)☆10Updated last month
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆12Updated 2 months ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆26Updated last year
- Proposed ATS2S model for C-MAPSS dataset.☆15Updated 3 years ago
- The code of our work “Mixed attention network for source-free domain adaptation in bearing fault diagnosis”.☆6Updated 9 months ago
- Multi-Objective Optimization of ELM for RUL Prediction☆15Updated 2 years ago
- ☆15Updated 2 years ago
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆19Updated 3 years ago
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆31Updated last year
- ☆20Updated 2 years ago
- Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…☆10Updated last year
- Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction☆23Updated 9 months ago
- Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.☆37Updated 9 months ago
- Evolutionary Neural Architecture Search for Remaining Useful Life Prediction☆28Updated last year
- This is an official code of "Bi-LSTM based Two-Stream Network for Machine Remaining Useful Life Prediction"☆14Updated last year
- Official implementation of https://arxiv.org/abs/1911.06256. Bayesian and frequentist deep learning models for remaining useful life (RUL…☆20Updated 5 years ago
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆11Updated 10 months ago
- Code for the paper "Breaking the black box barrier: predicting remaining useful life under uncertainty from raw images with interpretable…☆13Updated 2 weeks ago
- Remaining useful life prediction for N-CMAPSS dataset☆18Updated 2 years ago
- ☆11Updated 3 years ago
- Unofficial reproduction of: A transferable lithium-ion battery remaining useful life prediction method from cycle-consistency of degradat…☆19Updated last year
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆23Updated last year