qingluM / CDAR
The source code for "Deep transfer learning for conditional shift in regression"
☆19Updated 3 years ago
Alternatives and similar repositories for CDAR:
Users that are interested in CDAR are comparing it to the libraries listed below
- A deep transfer regression method based on seed replacement considering balanced domain adaptation☆16Updated 2 years ago
- Code repository for review paper titled "Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A …☆26Updated last year
- ☆18Updated 10 months ago
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆42Updated 2 years ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆12Updated 3 years ago
- WT-planetary-gearbox-datasets☆59Updated 11 months ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆27Updated 2 years ago
- code for DFAWnet☆33Updated last year
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆15Updated 5 years ago
- MSTDA☆11Updated 6 months ago
- Matlab simulation of a hydrodynamically lubricated slider bearing☆10Updated 6 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆17Updated last year
- Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Trans…☆22Updated last year
- This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.☆46Updated 3 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆37Updated 2 years ago
- Source Code of Industrial_ZSL in TII☆32Updated 3 years ago
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆19Updated 2 years ago
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆20Updated 10 months ago
- TE data diagnosis using pytorch☆20Updated 6 years ago
- Code and data for our paper on IEEE-TIE: Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis☆39Updated 2 years ago
- Compound Fault Diagnosis Dataset of Rotating Machinery☆32Updated 7 months ago
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆103Updated 2 years ago
- Benchmarking fault detection and diagnosis methods☆18Updated 2 months ago
- Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent☆23Updated last year
- ☆63Updated 4 years ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆18Updated 4 years ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆28Updated 2 months ago
- Code and supplementary material for ICPHM2020☆26Updated 4 years ago
- ☆10Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆28Updated 11 months ago