lmh9507 / CASALinks
Official implementation for "CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting" (IJCAI 2025)
☆19Updated 6 months ago
Alternatives and similar repositories for CASA
Users that are interested in CASA are comparing it to the libraries listed below
Sorting:
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Updated 6 months ago
- ☆36Updated 3 months ago
- The code for TFPS☆44Updated last year
- ☆24Updated last year
- ☆36Updated 10 months ago
- The official implementation of "FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts"☆38Updated 8 months ago
- Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"☆18Updated 4 months ago
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆32Updated 3 months ago
- Code and logs for Paper：Revisiting Attention for Multivariate Time Series Forecasting☆23Updated last year
- The code for FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting☆22Updated 6 months ago
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆29Updated this week
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆14Updated 10 months ago
- ☆63Updated last month
- MEAformer: An all-MLP Transformer with Temporal External Attention for Long-term Time Series Forecasting☆12Updated last year
- Source code of FDNet: Focal Decomposed Network for Efficient, Robust and Practical Time Series Forecasting☆14Updated last year
- The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…☆51Updated last year
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆89Updated 8 months ago
- Official implementation for the IJCAI'24 paper: SDformer☆25Updated 8 months ago
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆70Updated 5 months ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆35Updated 2 years ago
- ☆47Updated last year
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆49Updated last year
- Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"☆72Updated last year
- ☆103Updated 5 months ago
- ☆11Updated last year
- UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model☆54Updated last year
- Source code of paper: Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer☆14Updated last year
- ☆48Updated 6 months ago
- An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…☆85Updated 9 months ago
- ☆19Updated last year