sandeep-189 / Data-Augmentation
Comparing a transormer GAN and a LSTM GAN for augmenting timeseries datasets
☆15Updated last year
Alternatives and similar repositories for Data-Augmentation:
Users that are interested in Data-Augmentation are comparing it to the libraries listed below
- Unofficial implementation of paper “Multi-scale Attention Convolutional Neural Network for time series classification”[Neural Networks202…☆16Updated 2 years ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆12Updated 3 years ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆17Updated last year
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆17Updated 11 months ago
- My implementation of Symbolic Transfer Entropy (STE): a measure of asymmetric information flow between stochastic processes.☆11Updated 5 years ago
- Implementation of FGANomaly☆17Updated 3 years ago
- Codebase for "SGAIN, WSGAIN-CP and WSGAIN-GP: Novel GAN Methods for Missing Data Imputation"☆16Updated 3 years ago
- ☆12Updated 2 years ago
- Multi-Scale Temporal Variational Autoencoder for Anomaly Detection in Multivariate Time Series☆12Updated last year
- Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection (AMSL) -open source☆53Updated 3 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☆13Updated 10 months ago
- Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection☆16Updated 4 years ago
- Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis☆32Updated 5 years ago
- A transformer guided GAN to generate synthetic time-series data.☆32Updated 3 years ago
- A study of distance measures and learning methods for semi-supervised learning on time series data☆17Updated 3 years ago
- ☆8Updated 2 years ago
- Early access articles, Journals, and Conferences☆26Updated 3 years ago
- Remaining Useful Life prediction with a Deep Self-Supervised Learning Approach☆19Updated last year
- The code for paper "Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection"☆20Updated 2 years ago
- ☆9Updated 2 years ago
- Implementation of paper:A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data☆27Updated 4 years ago
- ☆21Updated 4 months ago
- ☆13Updated 3 years ago
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆19Updated 2 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆30Updated 11 months ago
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆17Updated last year
- DMsrTTLN code☆17Updated 7 months ago
- Code for thesis "Graph Dynamic Autoencoder for Fault Detection"☆17Updated 3 years ago
- ☆20Updated 11 months ago
- ☆16Updated last year