MaterialsInformaticsDemo / TCA
Domain Adaptation via Transfer Component Analysis
☆13Updated last year
Alternatives and similar repositories for TCA:
Users that are interested in TCA are comparing it to the libraries listed below
- Multi-source Heterogeneous Domain Adaptation with Conditional Weighting Adversarial Network, TNNLS 2021☆19Updated 3 years ago
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆34Updated 2 years ago
- ☆11Updated 4 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆37Updated 2 years ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆40Updated 2 years ago
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆42Updated 2 years ago
- The introduction and code implementation of the paper "Transfer Feature Learning with Joint Distribution Adaptation"☆10Updated 4 years ago
- ☆16Updated last year
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆34Updated 3 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆77Updated last week
- Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Trans…☆22Updated last year
- DMsrTTLN code☆17Updated 7 months ago
- Source Code of Industrial_ZSL in TII☆32Updated 3 years ago
- A deep transfer regression method based on seed replacement considering balanced domain adaptation☆16Updated 2 years ago
- The implementation of "Semantic-consistent Embedding".☆15Updated 3 years ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆27Updated last year
- ☆25Updated 2 years ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆12Updated 3 years ago
- Multiple Source Domain Adaptation with Adversarial Learning☆22Updated 4 years ago
- This is the original dataset that we use in our research work, but it may difficult to find in the original link.☆25Updated 3 years ago
- WT-planetary-gearbox-datasets☆60Updated 11 months ago
- Domain Adaptive Neural Networks with DJP-MMD☆18Updated 3 years ago
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆44Updated 3 years ago
- ☆38Updated last year
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆12Updated last year
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆20Updated last year
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆27Updated last year
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆57Updated 3 years ago
- MSTDA☆11Updated 6 months ago
- A PaddlePaddle implementation of 'Deep Subdomain Adaptation Network for Image Classification'☆18Updated 3 years ago