🕹️The toy examples of Kolmogorov-Arnold Network (Get Started Quickly)
☆75May 6, 2024Updated last year
Alternatives and similar repositories for KANs
Users that are interested in KANs are comparing it to the libraries listed below
Sorting:
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆11Apr 13, 2024Updated last year
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆21Jul 3, 2025Updated 8 months ago
- 🌟ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition☆17Oct 26, 2023Updated 2 years ago
- MNIST example using Kolmogorov-Arnold Networks☆28May 2, 2024Updated last year
- 🌟Masked Convolutional AutoEncoder for Self-Supervised Human Activity Recognition☆12Oct 20, 2024Updated last year
- ACAN: A Plug-and-Play Adaptive Center-Aligned Network for Unsupervised Domain Adaptation☆21Sep 12, 2024Updated last year
- ☆12Jan 13, 2022Updated 4 years ago
- The official implementation of GCLSS (Generalized CLSS) and CLSS (NeurIPS 2023: Semi-Supervised Contrastive Learning for Deep Regression …☆13Aug 29, 2025Updated 6 months ago
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆44Jun 24, 2024Updated last year
- FDS-MOMEDA: Optimization-Blind Deconvolution in Finite High-Dimensional Spaces for Extracting Pulse Signal in Rolling Bearing Fault Diagn…☆11May 29, 2024Updated last year
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated 11 months ago
- The code of "Deep Regression Representation Learning with Topology" in ICML 2024☆14Jul 4, 2024Updated last year
- 论文《基于机理模型的旋转机械领域自适应故障诊断》验证案例的代码和数据☆10Jan 5, 2021Updated 5 years ago
- Code for the paper "Breaking the black box barrier: predicting remaining useful life under uncertainty from raw images with interpretable…☆13Feb 26, 2025Updated last year
- Official Implementation for [IEEE Transactions on Vehicular Technology] "TTSNet: Temporal transformer-based sequence network for state-of…☆31Apr 18, 2024Updated last year
- Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent☆29Feb 5, 2024Updated 2 years ago
- ☆17Sep 12, 2025Updated 5 months ago
- Influence-maximization-on-hypergraphs☆14Jun 6, 2022Updated 3 years ago
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆13May 12, 2023Updated 2 years ago
- 1 提出了一种新的相似度损失(SimL)，用于增大类间差异同时减小 类内差异；2 SimL+CE优化CNN；3 基于电信号诊断轴承故障☆15Jun 4, 2024Updated last year
- Variance discrepancy representation☆15May 25, 2024Updated last year
- ☆17Jan 13, 2026Updated last month
- Code for paper being submitted☆14Jul 9, 2025Updated 8 months ago
- The source code of human evolutionary optimization algorithm (HEOA)☆16Nov 11, 2024Updated last year
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- The collection of related papers and resources for the paper Time Series Analysis for Education: Methods, Applications, and Future Direct…☆18Apr 12, 2025Updated 10 months ago
- This repository provides a reference implementation of struc2vec.☆16Nov 18, 2024Updated last year
- Official Code for CVPR 2024 paper: Permutation Equivariance of Transformers and Its Applications.☆16Nov 12, 2024Updated last year
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated 9 months ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆50Jan 2, 2025Updated last year
- Proposed ATS2S model for C-MAPSS dataset.☆16Jan 13, 2022Updated 4 years ago
- Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…☆13Jan 17, 2024Updated 2 years ago
- The PyTorch implementation of Source-Free Cross-Domain State of Charge Estimation of Lithium-ion Batteries at Different Ambient Temperatu…☆15Apr 16, 2023Updated 2 years ago
- An awesome list of papers on remaining useful life (RUL) prediction from arXiv☆19Jun 12, 2025Updated 8 months ago
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Mar 28, 2024Updated last year
- Remaining Useful Life prediction with a Deep Self-Supervised Learning Approach☆23Jan 4, 2024Updated 2 years ago
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆25Nov 25, 2024Updated last year
- This is our implemented source code for the paper "SC-MambaFew: Few-shot learning based on Mamba and selective spatial-channel attention …☆55Jul 27, 2025Updated 7 months ago
- ☆750May 24, 2024Updated last year