Wensi-Tang / OS-CNNLinks
☆141Updated 3 weeks ago
Alternatives and similar repositories for OS-CNN
Users that are interested in OS-CNN are comparing it to the libraries listed below
Sorting:
- ☆122Updated 2 years ago
- Multivariate Time Series Classification Model with Attentional Prototype Network☆43Updated 6 years ago
- [SDM 2022] Towards Similarity-Aware Time-Series Classification☆80Updated 2 years ago
- Repository of the ICML 2020 paper "Set Functions for Time Series"☆126Updated 4 years ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆122Updated 2 years ago
- (Under Review)☆67Updated 3 years ago
- A curated list of time series augmentation resources.☆65Updated 3 years ago
- Data augmentation using synthetic data for time series classification with deep residual networks☆185Updated 6 years ago
- [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data☆210Updated 2 years ago
- Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments☆402Updated last year
- This repository contains the source code for time series regression.☆103Updated last year
- Contrastive Learning for Time Series☆40Updated 2 years ago
- ☆91Updated 3 years ago
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆158Updated last year
- PyTorch implementations of neural networks for timeseries classification☆111Updated 3 years ago
- [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."☆150Updated last year
- Data augmentation for multivariate time series classification☆26Updated 5 years ago
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆41Updated last year
- Time Series Change Point Detection based on Contrastive Predictive Coding☆81Updated 3 years ago
- An example of time series augmentation methods with Keras☆349Updated 3 years ago
- ☆150Updated 2 years ago
- Task-Aware Reconstruction for Time-Series Transformer☆62Updated 2 years ago
- Keras implementation of the Deep Temporal Clustering (DTC) model☆230Updated 3 years ago
- PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)☆226Updated 2 years ago
- Multiple pooling operators and transformations for fast and effective time series classification☆111Updated 2 years ago
- Multivariate LSTM Fully Convolutional Networks for Time Series Classification☆103Updated 6 years ago
- ☆102Updated 8 months ago
- This is a PyTorch implementation of ConvTran☆168Updated 4 months ago
- Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".☆261Updated last year
- A PyTorch implementation of the TCAN model in "Temporal Convolutional Attention-based Network For Sequence Modeling".☆142Updated 2 years ago