The open-source code of "CS-SHAP: Extending SHAP to "SHapley Estimated Explanation (SHEP): A Fast post-hoc attribution method for interpreting Intelligent Fault Diagnosis".
☆17Jan 22, 2026Updated 6 months ago
Alternatives and similar repositories for SHEP
Users that are interested in SHEP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆15Nov 21, 2025Updated 8 months ago
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆24Updated this week
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆22Feb 6, 2026Updated 5 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 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
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆54Feb 26, 2025Updated last year
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- ☆23Jan 9, 2026Updated 6 months ago
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆37Jul 6, 2025Updated last year
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆126Apr 12, 2025Updated last year
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆20May 25, 2026Updated 2 months ago
- literature review renewal of PV faults diagnosis, including papers, datasets, and codes☆25Feb 22, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 【MSSP 2025】Discrete Wavelet Convolutional Network with Cross-Contrast Perturbation for Single Domain Generalization in Fault Diagnosis☆29Sep 19, 2025Updated 10 months ago
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- ☆17May 20, 2024Updated 2 years ago
- ☆23Aug 11, 2025Updated 11 months ago
- ☆52Jun 17, 2025Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- Fault Detection Algorithms for Achieving Service Continuity in Photovoltaic Farms☆27Feb 11, 2025Updated last year
- ☆19Sep 12, 2025Updated 10 months ago
- code of the paper "Reliability modeling and statistical analysis of accelerated degradation process with memory effects and unit-to-unit …☆13Jan 28, 2026Updated 5 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆36Feb 16, 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
- ASFE-Transformer：A Lightweight Acoustic Segment-Frame Embedded Architecture for Fault Diagnosis☆33May 30, 2026Updated last month
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆122Apr 27, 2025Updated last year
- ☆18Updated this week
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆16Feb 9, 2025Updated last year
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆17Apr 3, 2024Updated 2 years ago
- EAAI: A unified rotating machinery health management framework leveraging large language models for diverse components, conditions, and t…☆18Oct 10, 2025Updated 9 months ago
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Aug 26, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆16Nov 29, 2024Updated last year
- Deep learning models (RNN & LSTM & WaveNet) for predicting the remaining useful life of rolling element bearings using time series health…☆32Feb 28, 2025Updated last year
- ☆15Mar 5, 2025Updated last year
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆46Jun 24, 2024Updated 2 years ago
- This repository is a PyTorch implementation for NIPS 2024 Paper "Reinforced Cross-Domain Knowledge Distillation on Time Series Data".☆16Sep 26, 2024Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆165Dec 24, 2024Updated last year
- FD-MVLLM: Fault Diagnosis Based on Multimodal Vibration Data and Large Language Model for Bearing☆82Jan 21, 2026Updated 6 months ago