lmh9507 / CASALinks
Official implementation for "CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting" (IJCAI 2025)
☆17Updated 5 months ago
Alternatives and similar repositories for CASA
Users that are interested in CASA are comparing it to the libraries listed below
Sorting:
- ☆32Updated 2 months ago
- ☆24Updated last year
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆29Updated 2 months ago
- The code for TFPS☆41Updated 11 months ago
- ☆33Updated 10 months ago
- Code and logs for Paper:Revisiting Attention for Multivariate Time Series Forecasting☆22Updated last year
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Updated 6 months ago
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆80Updated 7 months ago
- The official implementation of "FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts"☆36Updated 7 months ago
- The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…☆51Updated last year
- ☆19Updated last year
- ☆63Updated 3 weeks ago
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆66Updated 4 months ago
- Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"☆17Updated 4 months ago
- Code implementation of the paper "WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting" (ICML 2025)☆26Updated 8 months ago
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆14Updated 9 months ago
- Official Code for "How Much Can Time-related Features Enhance Time Series Forecasting?"☆39Updated 9 months ago
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆27Updated 6 months ago
- The code for FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting☆21Updated 5 months ago
- ☆46Updated last year
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆33Updated 2 years ago
- ☆11Updated last year
- ☆103Updated 4 months ago
- BayOTIDE-Bayesian Online Multivariate Time Series Imputation with Functional Decomposition (ICML 2024 spotlight)☆35Updated last month
- Official implementation for the IJCAI'24 paper: SDformer☆25Updated 7 months ago
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆38Updated 9 months ago
- Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"☆70Updated 11 months ago
- UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model☆54Updated last year
- Official implementation of the paper "Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting".☆22Updated 9 months ago
- Source code of paper: Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer☆14Updated last year