YoZhibo / MSGNetLinks
MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
☆194Updated last year
Alternatives and similar repositories for MSGNet
Users that are interested in MSGNet are comparing it to the libraries listed below
Sorting:
- Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"☆188Updated last year
- ☆239Updated last year
- [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis☆95Updated last year
- Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)☆124Updated 2 years ago
- Official implementation of the paper "FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective"☆231Updated last year
- ☆121Updated last year
- [TPAMI 2025 & ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k …☆237Updated 2 months ago
- Time series forecasting especially in LSTF compare,include Informer, Autoformer, Reformer, Pyraformer, FEDformer, Transformer, MTGNN, LST…☆124Updated 3 years ago
- MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing☆230Updated 3 months ago
- [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆203Updated 2 weeks ago
- My personal PyTorch framework for multivariate time series forecasting.☆97Updated last week
- for the realization of TDformer in the paper "First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting", thank you ve…☆38Updated 2 years ago
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆114Updated last year
- PyTorch implementation of AirFormer, AAAI-23☆148Updated 2 years ago
- FITS: Frequency Interpolation Time Series Analysis Baseline☆216Updated last month
- ☆46Updated last year
- ☆103Updated 4 months ago
- Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …☆116Updated 6 months ago
- ☆102Updated 10 months ago
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆80Updated 7 months ago
- [Under Review] The official repository of the SegRNN paper: "Segment Recurrent Neural Network for Long-Term Time Series Forecasting." Thi…☆135Updated 3 months ago
- Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping☆90Updated 2 years ago
- [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…☆225Updated last year
- Transformer based model for time series prediction☆132Updated 3 years ago
- Official implement for "WITRAN:Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecast…☆36Updated last year
- Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"☆70Updated last year
- UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model☆54Updated last year
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆29Updated last year
- ☆36Updated 8 months ago
- Mamba for Multivariate Time Series Forecasting☆72Updated 5 months ago