Wensi-Tang / OS-CNNLinks
☆142Updated 2 months ago
Alternatives and similar repositories for OS-CNN
Users that are interested in OS-CNN are comparing it to the libraries listed below
Sorting:
- Multivariate Time Series Classification Model with Attentional Prototype Network☆43Updated 6 years ago
- ☆123Updated 2 years ago
- Repository of the ICML 2020 paper "Set Functions for Time Series"☆126Updated 4 years ago
- Unofficial Pytorch implementation of Inception layer for time series classification and its possible transposition for further use in Var…☆49Updated 2 years ago
- [SDM 2022] Towards Similarity-Aware Time-Series Classification☆83Updated 2 years ago
- Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments☆402Updated last year
- A curated list of time series augmentation resources.☆64Updated 3 years ago
- ☆90Updated 3 years ago
- Contrastive Learning for Time Series☆40Updated 2 years ago
- Data augmentation using synthetic data for time series classification with deep residual networks☆183Updated 6 years ago
- [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data☆215Updated 2 years ago
- PyTorch implementations of neural networks for timeseries classification☆110Updated 3 years ago
- [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."☆153Updated last year
- Domain Adaptation for Time Series Under Feature and Label Shifts☆124Updated 2 years ago
- ☆153Updated 2 years ago
- This repository contains the source code for time series regression.☆107Updated 2 years ago
- An example of time series augmentation methods with Keras☆351Updated 3 years ago
- Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".☆261Updated last year
- (Under Review)☆67Updated 4 years ago
- Pytorch implementation of "Exploring Interpretable LSTM Neural Networks over Multi-Variable Data" https://arxiv.org/pdf/1905.12034.pdf☆109Updated 6 years ago
- Code for "Multi-Time Attention Networks for Irregularly Sampled Time Series", ICLR 2021.☆139Updated 4 years ago
- PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)☆227Updated 2 years ago
- Repository for the paper "SMATE: Semi-Supervised Spatio-Temporal Representation Learning on Multivariate Time Series" in ICDM 2021☆20Updated 11 months ago
- A PyTorch implementation of the TCAN model in "Temporal Convolutional Attention-based Network For Sequence Modeling".☆143Updated 2 years ago
- inspired by 'Recurrent Neural Networks for Multivariate Time Series with Missing Values' pytorch ver☆118Updated 6 years ago
- This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its pred…☆75Updated 3 years ago
- ☆106Updated 10 months ago
- A PyTorch implementation of learning shapelets from the paper Grabocka et al., „Learning Time-Series Shapelets“.☆62Updated 3 years ago
- Multivariate LSTM Fully Convolutional Networks for Time Series Classification☆103Updated 6 years ago
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆43Updated last year