mohamedr002 / CADA
This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.
☆46Updated 3 years ago
Alternatives and similar repositories for CADA:
Users that are interested in CADA are comparing it to the libraries listed below
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆34Updated last year
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆40Updated 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.☆21Updated 3 weeks ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆36Updated 2 years ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆62Updated last year
- ☆30Updated last year
- Remaining useful life prediction by Transformer-based Model☆46Updated 2 years ago
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆44Updated 3 years ago
- case study for remaining useful life estimation☆29Updated 11 months ago
- ☆62Updated 4 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆73Updated last year
- A data loader class for the FEMTO-ST Ball Bearing Dataset☆10Updated 4 years ago
- Remaining useful life prediction for N-CMAPSS dataset☆18Updated 3 years ago
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆21Updated 2 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆50Updated 3 years ago
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆31Updated last year
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆29Updated 3 weeks ago
- 基于Laplace小波卷积和BiGRU的少量样本故障诊断方法 (Small sample fault diagnosis based on Laplace wavelet convolution and BiGRU)☆52Updated last year
- Transfer Learning on RUL estimation☆12Updated 3 years ago
- Application of Transfer Learning for RUL Prediction☆26Updated 3 years ago
- ☆19Updated 4 years ago
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆36Updated 11 months ago
- Transfer learning☆49Updated 3 years ago
- ☆23Updated 2 years ago
- ☆22Updated last year
- ☆33Updated 2 years ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆33Updated 3 years ago
- 一种新的基于动态图注意力网络和标签传播策略的半监督故障诊断方法☆34Updated last year
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆54Updated 7 months ago
- 一种轻量化故障诊断框架——LiConvFormer☆17Updated last year