wintertee / DiPE-LinearLinks
Official implementation for "Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting" https://arxiv.org/abs/2411.17257
☆17Updated 3 months ago
Alternatives and similar repositories for DiPE-Linear
Users that are interested in DiPE-Linear are comparing it to the libraries listed below
Sorting:
- [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆250Updated last month
- Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"☆77Updated last year
- [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…☆78Updated 11 months ago
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)☆206Updated last year
- ☆252Updated last year
- ☆23Updated last year
- ☆39Updated 11 months ago
- ☆67Updated last year
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆121Updated 10 months ago
- [NeurIPS2024] Attractor memory for long-term time series forecasting: A chaos perspective☆23Updated last year
- ☆187Updated last year
- [TPAMI 2026 & ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k …☆255Updated 2 weeks ago
- [ICML 2025] Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting☆96Updated 4 months ago
- [ICLR 2025] CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching☆156Updated last month
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆221Updated 2 weeks ago
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆93Updated 7 months ago
- [KDD 2025] Awesome Multi-modal Time Series Analysis☆113Updated 3 months ago
- ☆47Updated 2 years ago
- Official reponsitory for "S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting"☆53Updated last year
- [AAAI 2025] Official implementation of "xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition"☆108Updated 9 months ago
- This is the official repository for the ICLR 2025 Conference Paper - Fast and Slow Streams for Online Time Series Forecasting without Inf…☆14Updated 9 months ago
- [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…☆250Updated last year
- ☆70Updated 10 months ago
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆125Updated last year
- CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables [ICML 2024]☆23Updated last year
- An awesome project on irregular time series and incomplete time series☆91Updated last month
- ☆61Updated last month
- [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis☆96Updated last year
- [AAAI 2025] Official implementation of "TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment"☆151Updated 2 months ago
- Code for the paper Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting☆39Updated last year