Implementation of the mechanical fault diagnosis method using model agnostic meta-learning (MAML)
☆35Mar 27, 2023Updated 3 years ago
Alternatives and similar repositories for MAML-for-Mechanical-Fault-Diagnosis
Users that are interested in MAML-for-Mechanical-Fault-Diagnosis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" (MLDSO) which p…☆41Dec 12, 2024Updated last year
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆63Dec 1, 2021Updated 4 years ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆111Feb 14, 2025Updated last year
- The source codes of Meta-learning for few-shot cross-domain fault diagnosis.☆196Feb 16, 2025Updated last year
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆44Mar 27, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This is the implementation of Federated Meta-Learning for Few shot Fault Diagnosis (FedMeta-FFD).☆31Jan 21, 2024Updated 2 years ago
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆19Jul 12, 2025Updated last year
- This is a code that combines federated learning with differential privacy for transformer fault diagnosis.☆27Apr 20, 2023Updated 3 years ago
- Regularized MAML for time-series data prediction☆16Jun 8, 2022Updated 4 years ago
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆40Sep 7, 2022Updated 4 years ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆105Jun 9, 2022Updated 4 years ago
- SSGC: Synergistic Similarity Graph Construction for Steel Plate Fault Diagnosis with Graph Attention Networks☆22Dec 5, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆12Aug 26, 2024Updated 2 years ago
- MATLAB codes for "Group-sparsity learning approach for bearing fault diagnosis"☆16May 6, 2022Updated 4 years ago
- A few shot learning repository for bearing fault diagnosis.☆123Aug 3, 2023Updated 3 years ago
- The code for http://arxiv.org/abs/2110.02498☆20Mar 9, 2023Updated 3 years ago
- The PyTorch version for 'Domain-adversarial similarity-based meta-learning network'.☆18Apr 8, 2022Updated 4 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆110May 25, 2026Updated 5 months ago
- few shot learning (MAML) for time series prediction☆13Apr 21, 2021Updated 5 years ago
- A transfer learning fault diagnosis repository covering popular algorithms☆374Aug 6, 2024Updated 2 years ago
- A public repository containing the data and code for the paper "Explainable fault and severity classification for rolling element bearing…☆23Aug 30, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆50Jan 13, 2022Updated 4 years ago
- TCN-LSTM Motor Vibration Fault Diagnosis Model☆42Aug 8, 2024Updated 2 years ago
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆16May 15, 2026Updated 5 months ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆137Jul 13, 2020Updated 6 years ago
- The implementation of CycleGAN-SD for zero-shot fault diagnosis (Ongoing update)☆10Apr 30, 2025Updated last year
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆22Sep 22, 2026Updated last month
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆395Oct 10, 2022Updated 4 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆45Jul 27, 2023Updated 3 years ago
- Adv-IFD: Adversarial Attack Datasets for An Intelligent Fault Diagnosis☆11May 23, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- the code for the paper Spectrum-envelope Attention-driven Adaptive Time-Frequency Enhancement Network and its Application in Trustworthy …☆12Jan 12, 2025Updated last year
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆56Jul 6, 2022Updated 4 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆74Feb 26, 2025Updated last year
- A novel digital twin-enabled three-stage feature imputation framework for non-contact intelligent fault diagnosis☆14Jan 8, 2026Updated 9 months ago
- A Dual-View Style Mixing Network for Unsupervised Cross-Domain Fault Diagnosis With Imbalanced Data☆25Mar 18, 2025Updated last year
- Keras codes for MSMCNN☆11Jan 22, 2024Updated 2 years ago
- Using transformer to realize Bearing Fault Diagnosis☆74May 16, 2023Updated 3 years ago