The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"
☆11Aug 26, 2024Updated last year
Alternatives and similar repositories for MMPN-FD
Users that are interested in MMPN-FD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆20Jul 12, 2025Updated last year
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆22Feb 6, 2026Updated 5 months ago
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆15Nov 21, 2025Updated 7 months ago
- This study proposes a high-precision multisensor feature fusion fault diagnosis method. The method is based on the lightweight spatial en…☆21Dec 18, 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.
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆54Feb 26, 2025Updated last year
- Few-shot Metric Adversarial Adaptation for Cross-machine Fault Diagnosis☆11Apr 7, 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
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Mar 28, 2024Updated 2 years ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆35Feb 16, 2025Updated last year
- Fault diagnosis code based on twin network☆16Jun 9, 2024Updated 2 years ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆34Jun 4, 2024Updated 2 years ago
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆18May 12, 2026Updated 2 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆40Jan 13, 2022Updated 4 years ago
- An information fusion-based meta transfer learning method for few-shot fault diagnosis under varying operating conditions☆26Aug 21, 2024Updated last year
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆15May 15, 2026Updated 2 months ago
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆25Dec 6, 2023Updated 2 years ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆20May 25, 2026Updated last month
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆32Aug 26, 2024Updated last year
- 基于深度学习的机械故障诊断☆42Feb 27, 2024Updated 2 years ago
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆10Oct 19, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Python code for TCTL method☆13Jun 22, 2024Updated 2 years ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆107Feb 14, 2025Updated last year
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆12Apr 13, 2024Updated 2 years ago
- ACAN: A Plug-and-Play Adaptive Center-Aligned Network for Unsupervised Domain Adaptation☆21Sep 12, 2024Updated last year
- ☆26May 6, 2025Updated last year
- Code for "Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis" (Sensors 2024)☆11Nov 27, 2024Updated last year
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- A supervised contrastive learning method based on online complement strategy for long-tailed fine-grained fault diagnosis☆10Jan 5, 2025Updated last year
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆72Feb 26, 2025Updated 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.
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆35Oct 19, 2023Updated 2 years ago
- PDA场景下的旋转机械故障诊断，☆14Mar 29, 2024Updated 2 years ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆163Mar 28, 2025Updated last year
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆33Jul 10, 2024Updated 2 years ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆68Jan 2, 2025Updated last year
- A Multi-source Cross-speed Bearing Fault Diagnosis Method☆13Jan 7, 2025Updated last year
- The intelligent fault diagnosis of HNU IDG☆131Nov 9, 2022Updated 3 years ago