Wensi-Tang / OS-CNNLinks
☆142Updated 4 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:
- ☆124Updated 2 years ago
- Multivariate Time Series Classification Model with Attentional Prototype Network☆44Updated 6 years ago
- [SDM 2022] Towards Similarity-Aware Time-Series Classification☆83Updated 2 years ago
- Repository of the ICML 2020 paper "Set Functions for Time Series"☆127Updated 4 years ago
- A curated list of time series augmentation resources.☆64Updated 3 years ago
- This repository contains the source code for time series regression.☆107Updated 2 years ago
- PyTorch implementations of neural networks for timeseries classification☆111Updated 3 years ago
- Contrastive Learning for Time Series☆40Updated 2 years ago
- (Under Review)☆68Updated 4 years ago
- Data augmentation using synthetic data for time series classification with deep residual networks☆182Updated 7 years ago
- Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments☆405Updated last year
- Unofficial Pytorch implementation of Inception layer for time series classification and its possible transposition for further use in Var…☆50Updated 2 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
- [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."☆159Updated 2 years ago
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆43Updated last year
- ☆82Updated last year
- Domain Adaptation for Time Series Under Feature and Label Shifts☆127Updated 2 years ago
- ☆155Updated 2 years ago
- Code for our NeurIPS 2020 paper "Probabilistic Time Series Forecasting with Structured Shape and Temporal Diversity"☆89Updated 4 years ago
- ☆91Updated 4 years ago
- Time Series Classification Benchmark with LSTM, VGG, ResNet☆60Updated 7 years ago
- [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data☆220Updated 2 years ago
- An example of time series augmentation methods with Keras☆351Updated 3 years ago
- Code for "Multi-Time Attention Networks for Irregularly Sampled Time Series", ICLR 2021.☆138Updated 4 years ago
- Task-Aware Reconstruction for Time-Series Transformer☆62Updated 2 years ago
- ☆112Updated last year
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆166Updated last year
- PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)☆230Updated 2 years ago
- ULTS: A unified and standardized library of unsupervised representation learning approaches for time series☆50Updated 2 years ago
- XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification☆49Updated 3 years ago