wesley1001 / MACNNLinks
Multi-scale Attention Convolutional Neural Network for Time Series Classification
☆25Updated 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
- Code for the paper "LightTS: Lightweight Time Series Classification with Adaptive Ensemble"☆18Updated 2 years ago
- ☆17Updated 2 years ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Updated 4 years ago
- ☆24Updated last year
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22Updated last year
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆14Updated last year
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆51Updated 3 years ago
- ☆21Updated last year
- Code sharing of fault diagnosis papers.☆51Updated last year
- ☆13Updated 11 months ago
- ☆26Updated 7 months ago
- Pytorch implementation for "LSTM Fully Convolutional Networks for Time Series Classification"☆31Updated 5 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆32Updated last year
- About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚☆147Updated 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
- This repository currently provides common and public avaiable bearing vibration datasets, including downloading, preprocessing and loadin…☆20Updated 2 years ago
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆23Updated last year
- Semi-Supervised End-to-End Contrastive Learning for Time Series Classification☆28Updated 2 years ago
- ☆23Updated 5 months ago
- Official implementation of methods from the paper SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemica…☆27Updated 2 years ago
- Implementation of the mechanical fault diagnosis method using model agnostic meta-learning (MAML)☆35Updated 2 years ago
- Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection (AMSL) -open source☆55Updated 3 years ago
- This is the code for WaveletKernelNet.☆134Updated last year
- [NeurIPS 22'] Dynamic Sparse Network for Time Series Classification: Learning What to “See”☆24Updated 2 years ago
- Contrastive Learning for Domain Adaptation of Time Series☆92Updated last year
- Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis☆33Updated 6 years 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
- 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 10 months ago