wesley1001 / MACNNLinks
Multi-scale Attention Convolutional Neural Network for Time Series Classification
☆24Updated 5 years ago
Alternatives and similar repositories for MACNN
Users that are interested in MACNN are comparing it to the libraries listed below
Sorting:
- Unofficial implementation of paper “Multi-scale Attention Convolutional Neural Network for time series classification”[Neural Networks202…☆17Updated 3 years ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Updated 4 years ago
- Code for the paper "LightTS: Lightweight Time Series Classification with Adaptive Ensemble"☆17Updated 2 years ago
- ☆16Updated 2 years ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆19Updated last year
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆46Updated 3 years ago
- Semi-Supervised Density Peak Clustering Algorithm, Incremental Learning, Fault Detection(基于半监督密度聚类+增量学习的故障诊断)☆84Updated 3 years ago
- Pytorch implementation for "LSTM Fully Convolutional Networks for Time Series Classification"☆31Updated 5 years ago
- Official implementation of methods from the paper SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemica…☆27Updated last year
- The code for NISTA_Net☆10Updated 2 years ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22Updated last year
- Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis☆33Updated 5 years ago
- ☆21Updated last year
- The code for paper "Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection"☆20Updated 2 years ago
- ☆13Updated 9 months ago
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆14Updated last year
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆70Updated 5 months ago
- 一种新的用于噪声干扰下刀具的无监督异常检测方法☆22Updated 2 years ago
- An Explainable Neural Network for Fault Diagnosis With a Frequency Activation Map☆14Updated 3 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆31Updated last year
- Code sharing of fault diagnosis papers.☆51Updated last year
- This repository currently provides common and public avaiable bearing vibration datasets, including downloading, preprocessing and loadin…☆20Updated 2 years ago
- Remarkable performance of Deep Learning Models cann't be achieved without the massive data, this tool can help you to augment your time s…☆18Updated 8 months ago
- Code and data for our paper on IEEE-TIE: Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis☆41Updated 2 years ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆61Updated 3 years ago
- The PyTorch version for 'Domain-adversarial similarity-based meta-learning network'.☆16Updated 3 years ago
- ☆12Updated 2 years ago
- Contrastive Learning for Domain Adaptation of Time Series☆91Updated last year
- Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection (AMSL) -open source☆54Updated 3 years ago
- ☆22Updated 4 months ago