This is an official implementation of "DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching" (NeurIPS 2024)
☆22Oct 30, 2024Updated last year
Alternatives and similar repositories for DeformableTST
Users that are interested in DeformableTST are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS2024] Attractor memory for long-term time series forecasting: A chaos perspective☆22Nov 22, 2024Updated last year
- [ICML'25] Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting | 样本级别的自适应多模型集成时间序列预测☆28May 22, 2025Updated last year
- Official implementation for "CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting" (I…☆26May 6, 2025Updated last year
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆79Sep 4, 2024Updated last year
- ☆13Aug 8, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Nov 19, 2025Updated 6 months ago
- ☆12May 14, 2025Updated last year
- ☆38Dec 25, 2024Updated last year
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆101Dec 29, 2024Updated last year
- ☆51Aug 6, 2025Updated 10 months ago
- Source code of FDNet: Focal Decomposed Network for Efficient, Robust and Practical Time Series Forecasting☆14Mar 6, 2024Updated 2 years ago
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆16May 3, 2025Updated last year
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆15Jan 3, 2025Updated last year
- Code release for DeepEDM (ICML 2025)☆29Jan 20, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official implementations of "Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery…☆24Jul 6, 2025Updated 11 months ago
- [NeurIPS 2024] CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting☆20Jun 5, 2026Updated last week
- Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"☆80Oct 30, 2024Updated last year
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆51Jul 31, 2025Updated 10 months ago
- This repository contains the code for paper Li, Ran, et al. "Decision-oriented learning for future power system decision-making under unc…☆34Apr 13, 2025Updated last year
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆113Jun 27, 2025Updated 11 months ago
- ☆12Jun 12, 2025Updated last year
- BackTime: Backdoor Attacks on Multivariate Time Series Forecasting☆31Apr 14, 2025Updated last year
- ☆32Oct 18, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆14Mar 17, 2021Updated 5 years ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆38May 29, 2023Updated 3 years ago
- An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…☆105Feb 16, 2025Updated last year
- ☆27Aug 19, 2024Updated last year
- ☆17Feb 26, 2025Updated last year
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆136May 17, 2026Updated 3 weeks ago
- Multi-view Broad Learning Systerm☆10Mar 20, 2022Updated 4 years ago
- Official repo to paper☆12Jan 15, 2023Updated 3 years ago
- In this repository, I have used ARIMA,SARIMA,AutoArima,ANN,CNN and LSTMs for time series modelling and Anomaly detection has been done us…☆12Feb 8, 2021Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- NLP learning☆14May 9, 2024Updated 2 years ago
- This R package provides the tools to perform standard and robust wavelet variance analysis for time series (signal processing). Among ot…☆17Oct 8, 2025Updated 8 months ago
- ☆98Feb 21, 2024Updated 2 years ago
- ☆78May 3, 2024Updated 2 years ago
- The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Lead…☆92Oct 28, 2024Updated last year
- ☆45Jul 25, 2024Updated last year
- ☆37Jul 5, 2024Updated last year