sandeep-189 / Data-AugmentationLinks
Comparing a transormer GAN and a LSTM GAN for augmenting timeseries datasets
☆14Updated last year
Alternatives and similar repositories for Data-Augmentation
Users that are interested in Data-Augmentation are comparing it to the libraries listed below
Sorting:
- My implementation of Symbolic Transfer Entropy (STE): a measure of asymmetric information flow between stochastic processes.☆10Updated 6 years ago
- Implementation of paper:A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data☆29Updated 5 years ago
- Using Spectral Temporal Graph Neural Network model for the major assignment of Time Series Analysis and Forecasting course, with multivar…☆10Updated 2 years ago
- This code is for paper "KDnet-RUL: A knowledge distillation framework to compress deep neural networks for machine remaining learning use…☆15Updated 2 years ago
- Unofficial implementation of paper “Multi-scale Attention Convolutional Neural Network for time series classification”[Neural Networks202…☆17Updated 3 years ago
- 本科毕业设计 - 基于数据解析的化工生产过程诊断☆12Updated 3 years ago
- Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection (AMSL) -open source☆54Updated 3 years ago
- Remaining Useful Life prediction with a Deep Self-Supervised Learning Approach☆20Updated last year
- GARNE: Genetic-Algorithm-with-Recurrent-Network-and-Novelty-Exploration☆14Updated 5 years ago
- Code of Anomaly Detection by Leveraging Incomplete Anomalous Knowledge with Anomaly-Aware Bidirectional GANs☆22Updated 2 years ago
- ☆14Updated 3 years ago
- data set and models for IEEE access paper "Remaining Useful Life Estimation Using Long Short-Term Memory Neural Networks and Deep Fusion"☆20Updated 5 years ago
- Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection☆18Updated 4 years ago
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆32Updated last year
- ☆11Updated last year
- 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 last year
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆20Updated 2 years ago
- Early access articles, Journals, and Conferences☆28Updated 4 years ago
- Codebase for "SGAIN, WSGAIN-CP and WSGAIN-GP: Novel GAN Methods for Missing Data Imputation"☆16Updated 3 years ago
- Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent☆25Updated last year
- Code and supplementary material for ICPHM2020☆26Updated 5 years ago
- Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.☆41Updated last year
- Code for paper "A method for detecting causal relationships between industrial alarm variables using Transfer entropy and K2-Algorithm"☆16Updated 3 years ago
- Code and data for our paper on IEEE-TIE: Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis☆41Updated 2 years ago
- PyTorch implementation of paper: adVAE: a Self-adversarial Variational Autoencoder with Gaussian Anomaly Prior Knowledge for Anomaly Dete…☆35Updated 4 years ago
- Companion repository for the paper "Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision"…☆26Updated 3 years ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆19Updated last year
- A transformer guided GAN to generate synthetic time-series data.☆33Updated 3 years ago
- Transfer Knowledge Learned from Multiple Domains for Time-series Data Prediction☆11Updated 7 years ago
- Multiclass bearing fault classification using features learned by a deep neural network.☆35Updated 3 years ago