MSD-IRIMAS / LITELinks
LITE: Light Inception with boosTing tEchniques for Time Series Classification
☆30Updated 5 months ago
Alternatives and similar repositories for LITE
Users that are interested in LITE are comparing it to the libraries listed below
Sorting:
- This is a PyTorch implementation of ConvTran☆170Updated 7 months ago
- HYDRA: Competing convolutional kernels for fast and accurate time series classification☆59Updated last year
- This repository contains the time series segmentation benchmark (TSSB).☆78Updated 7 months ago
- This repository contains the implementation of Sequential Feature Detachment (SFD) for feature selection and its application to Detach-RO…☆39Updated 8 months ago
- Multiple pooling operators and transformations for fast and effective time series classification☆111Updated 2 years ago
- ☆108Updated 11 months ago
- Official implement of ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting☆133Updated last year
- The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].☆14Updated 7 months ago
- TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification☆80Updated 2 years ago
- A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?☆39Updated 2 years ago
- [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…☆225Updated last year
- ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification☆113Updated 10 months ago
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆162Updated last year
- This repository contains the source code for time series regression.☆107Updated 2 years ago
- ☆63Updated 3 weeks ago
- The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"☆92Updated last year
- Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations☆28Updated last year
- Source code of paper: GBT: Two-stage Transformer Framework for Non-stationary Time Series Forecasting.☆40Updated last year
- ☆32Updated last year
- DMKD- Series2Vec: Similarity-based Representation Learning for Time Series☆37Updated 7 months ago
- Source code of paper: Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer☆14Updated last year
- Function for decomposing a signal according to the Multivariate Variational Mode Decomposition in Pytorch☆27Updated 2 years ago
- Hand-Crafted Convolutional Filters 4 Time Series☆14Updated 5 months ago
- SemiTime (ICASSP2021)☆39Updated 4 years ago
- ☆103Updated 4 months ago
- Multivariate Time Series Repository☆68Updated last year
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆30Updated 6 months ago
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).☆351Updated last year
- ☆19Updated last year
- [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis☆95Updated last year