frankl1 / ustcLinks
Uncertain Shapelet Transform Classification, a shapelet method for uncertain time series classification
☆21Updated 3 years ago
Alternatives and similar repositories for ustc
Users that are interested in ustc are comparing it to the libraries listed below
Sorting:
- [SDM 2022] Towards Similarity-Aware Time-Series Classification☆83Updated 2 years ago
- Multivariate Time Series Classification Model with Attentional Prototype Network☆43Updated 6 years ago
- ☆141Updated 2 months ago
- A study of distance measures and learning methods for semi-supervised learning on time series data☆17Updated 4 years ago
- (Under Review)☆67Updated 4 years ago
- Contrastive Learning for Time Series☆40Updated 2 years ago
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆41Updated last year
- The paper "Triple-shapelet Networks for Time Series Classification"☆15Updated 5 years ago
- Task-Aware Reconstruction for Time-Series Transformer☆61Updated 2 years ago
- Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up …☆35Updated last year
- A PyTorch implementation of learning shapelets from the paper Grabocka et al., „Learning Time-Series Shapelets“.☆60Updated 3 years ago
- ☆123Updated 2 years ago
- This repository was made for the final project requirements of course Advanced Machine Learning (CS5824), Fall 2019☆21Updated 4 years ago
- Code for mixup contrastive learning☆22Updated 4 years ago
- Unsupervised Domain Adaptation for Time Series Classification☆30Updated last year
- combine wavelet transform and attention mechanism for time series forecasting or classification☆29Updated 7 years ago
- Repository for the paper "SMATE: Semi-Supervised Spatio-Temporal Representation Learning on Multivariate Time Series" in ICDM 2021☆20Updated 11 months ago
- ☆20Updated 6 years ago
- Time Series Change Point Detection based on Contrastive Predictive Coding☆81Updated 3 years ago
- Source code of CIKM'22 paper: TFAD: A Decomposition Time Series Anomaly Detection Architecture with Frequency Analysis☆56Updated 2 years ago
- [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."☆152Updated last year
- This repository contains the source code for time series regression.☆106Updated last year
- Official PyTorch implementation of the paper "Utilizing Expert Features for Contrastive Learning of Time-Series Representations"☆14Updated 2 years ago
- Code for paper titled "Learning Latent Seasonal-Trend Representations for Time Series Forecasting" in NeurIPS 2022☆81Updated 2 years ago
- SemiTime (ICASSP2021)☆39Updated 4 years ago
- Code for our NeurIPS 2020 paper "Probabilistic Time Series Forecasting with Structured Shape and Temporal Diversity"☆88Updated 4 years ago
- ☆48Updated 2 years ago
- Source codes for Time2Graph+ model.☆35Updated 4 years ago
- This repository is the source code for Wavelet-HFCM of the paper 'Time Series Forecasting based on High-Order Fuzzy Cognitive Maps and Wa…☆55Updated 3 years ago
- A curated list of time series augmentation resources.☆64Updated 3 years ago