hsd1503 / resnet1dLinks
PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.
☆483Updated 3 years ago
Alternatives and similar repositories for resnet1d
Users that are interested in resnet1d are comparing it to the libraries listed below
Sorting:
- pytorch code of multi scale 1d resnet, we hope it will help your research☆221Updated 4 years ago
- Self-supervised contrastive learning for time series via time-frequency consistency☆480Updated last year
- [IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"☆440Updated last year
- To do a deep learning project on ecg. I use pytorch to reproduce the traditional CNN models include LeNet AlexNet ZFNet VGG GoogLeNet Res…☆101Updated last year
- Models supported: ResNet, ResNetV2, SE-ResNet, ResNeXt, SE-ResNeXt [layers: 18, 34, 50, 101, 152] (1D and 2D versions with DEMO for Class…☆43Updated 3 years ago
- pytorch implementation of transformer for 1D data☆40Updated 3 years ago
- An example of time series augmentation methods with Keras☆347Updated 3 years ago
- Public repository associated with "Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL"☆234Updated 3 weeks ago
- Self-supervised representation learning from 12-lead ECG data☆87Updated 3 years ago
- Swin-Transformer 1D implements☆55Updated last year
- InceptionTime: Finding AlexNet for Time Series Classification☆681Updated last year
- implementation of several GANs with pytorch☆156Updated 3 years ago
- A Review of Deep Learning Methods on ECG Data☆238Updated 4 years ago
- U-Time: A Fully Convolutional Network for Time Series Segmentation☆281Updated 5 months ago
- Data augmentation using synthetic data for time series classification with deep residual networks☆185Updated 6 years ago
- ☆141Updated 2 years ago
- TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network☆272Updated last year
- Unofficial Pytorch implementation of Inception layer for time series classification and its possible transposition for further use in Var…☆48Updated 2 years ago
- Models Supported: Inception [v1, v2, v3, v4], SE-Inception, Inception_ResNet [v1, v2], SE-Inception_ResNet (1D and 2D version with DEMO f…☆35Updated 3 years ago
- ☆148Updated 2 years ago
- MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals, IJCAI 2019☆36Updated 5 years ago
- The deep residual shrinkage network is a variant of deep residual networks.☆481Updated this week
- PyTorch implementations of neural networks for timeseries classification☆111Updated 3 years ago
- ☆34Updated last year
- Design and implementation of deep learning models trained for automated annotation of ecg signal with various preprocessing steps.☆77Updated 2 years ago
- ☆55Updated 3 years ago
- 1D GAN for ECG Synthesis and 3 models: CNN, LSTM, and Attention mechanism for ECG Classification.☆117Updated 4 years ago
- PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series☆677Updated 3 months ago
- Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.☆888Updated 2 years ago
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).☆331Updated last year