This is an official implementation of "DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching" (NeurIPS 2024)
☆23Oct 30, 2024Updated last year
Alternatives and similar repositories for DeformableTST
Users that are interested in DeformableTST are comparing it to the libraries listed below
Sorting:
- [NeurIPS2024] Attractor memory for long-term time series forecasting: A chaos perspective☆23Nov 22, 2024Updated last year
- ☆13Aug 8, 2024Updated last year
- ☆11May 14, 2025Updated 9 months ago
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Nov 19, 2025Updated 3 months ago
- Official implementation for "CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting" (I…☆26May 6, 2025Updated 9 months ago
- ☆38Dec 25, 2024Updated last year
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆74Sep 4, 2024Updated last year
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆15May 3, 2025Updated 10 months ago
- [NeurIPS 2024] CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting☆20Dec 31, 2024Updated last year
- Source code of FDNet: Focal Decomposed Network for Efficient, Robust and Practical Time Series Forecasting☆14Mar 6, 2024Updated last year
- Official implementations of "Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery…☆25Jul 6, 2025Updated 7 months ago
- BackTime: Backdoor Attacks on Multivariate Time Series Forecasting☆30Apr 14, 2025Updated 10 months ago
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆95Dec 29, 2024Updated last year
- [ICLR 2024] Official code of RobustTSF☆21Feb 21, 2024Updated 2 years ago
- ☆31Oct 18, 2024Updated last year
- ☆25Aug 19, 2024Updated last year
- Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"☆78Oct 30, 2024Updated last year
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆97Jun 27, 2025Updated 8 months ago
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆48Jul 31, 2025Updated 7 months ago
- ☆47Aug 6, 2025Updated 6 months ago
- This repository contains the code for paper Li, Ran, et al. "Decision-oriented learning for future power system decision-making under unc…☆21Apr 13, 2025Updated 10 months ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆132Jul 15, 2025Updated 7 months ago
- ☆37Jul 5, 2024Updated last year
- [KBS'25]Official Implement of "PRADA: Prompt-guided Representation Alignment and Dynamic Adaption for Time Series Forecasting".☆15May 28, 2025Updated 9 months ago
- Clustering of Bank Customers using LSTM-based encoder-decoder and Dynamic Time Warping☆10Dec 20, 2025Updated 2 months ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆37May 29, 2023Updated 2 years ago
- An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…☆98Feb 16, 2025Updated last year
- The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Lead…☆90Oct 28, 2024Updated last year
- ☆40Feb 4, 2026Updated last month
- 免注册免费使用 ChatGPT，请关注微信公众号【胖竹同学】。☆10Apr 4, 2023Updated 2 years ago
- ☆46Jul 25, 2024Updated last year
- ☆98Feb 21, 2024Updated 2 years ago
- ☆42Jun 7, 2023Updated 2 years ago
- Optimal forecast reconciliation with time series selection☆11Oct 23, 2024Updated last year
- ☆10Feb 21, 2023Updated 3 years ago
- An automated feature engineering framework 'FETCH' accepted in ICLR 2023.☆11Jun 20, 2023Updated 2 years ago
- source codes of TASSGN☆12Mar 11, 2024Updated last year
- Multi-view Broad Learning Systerm☆10Mar 20, 2022Updated 3 years ago
- ☆10Jun 10, 2023Updated 2 years ago