BobZwr

Cross-Reconstruction-Transformer

The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer".

ReverseECG

EarlyClassification

MetaLearn

physionetchallenges.github.io

PhysioNet/Computing in Cardiology Challenges

resnet1d

PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.

TNC_representation_learning

UnsupervisedScalableRepresentationLearningTimeSeries

Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments

VAE-ResNet18-PyTorch

A Variational Autoencoder based on the ResNet18-architecture

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch