[ICDE 2025] Official implementation of "Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge Distillation"
☆28Jun 27, 2025Updated 11 months ago
Alternatives and similar repositories for TimeKD
Users that are interested in TimeKD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆24Oct 15, 2024Updated last year
- [KBS'25]Official Implement of "PRADA: Prompt-guided Representation Alignment and Dynamic Adaption for Time Series Forecasting".☆14May 28, 2025Updated last year
- Code for paper "Spatio-Temporal Knowledge Transfer for Urban Crowd Flow Prediction via Deep Attentive Adaptation Networks"☆13Jun 8, 2021Updated 5 years ago
- ☆27Aug 19, 2024Updated last year
- Official implementation of the paper "Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting".☆31Mar 11, 2026Updated 3 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆39Dec 20, 2025Updated 5 months ago
- [AAAI 2025] Official implementation of "TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment"☆165Dec 8, 2025Updated 6 months ago
- An unofficial, simple pytorch implementation of the paper "C-Mamba: Channel Correlation Enhanced State Space Models for Multivariate Time…☆18Jul 19, 2024Updated last year
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Jun 27, 2022Updated 3 years ago
- [TITS'24] ✨ Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆95May 13, 2025Updated last year
- Implementation of "DIME-FM: DIstilling Multimodal and Efficient Foundation Models"☆15Oct 12, 2023Updated 2 years ago
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆16May 3, 2025Updated last year
- Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.☆28Apr 7, 2024Updated 2 years ago
- Official reponsitory for "S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting"☆58Jul 17, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting☆53Aug 7, 2025Updated 10 months ago
- ☆19Sep 4, 2023Updated 2 years ago
- Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"☆19Jun 20, 2025Updated 11 months ago
- Official implementation of "DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting" (NeurIPS 2024)☆26Oct 28, 2024Updated last year
- Highway Tollgates Traffic Flow Prediction☆10May 31, 2017Updated 9 years ago
- [ICLR 2024] Official code of RobustTSF☆21Feb 21, 2024Updated 2 years ago
- ☆16Jul 11, 2022Updated 3 years ago
- This is a Google colab based notebook that allows you to test Amazon's Chronos Time Series Forecasting model against some demo data, or y…☆13Aug 26, 2025Updated 9 months ago
- ☆47Dec 16, 2023Updated 2 years 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 implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆164Mar 14, 2025Updated last year
- Official implementation of the paper "ST-LLM+ : Graph Enhanced Spatio-Temporal Large Language Models for Traffic Prediction"☆58Jul 8, 2025Updated 11 months ago
- ☆70Oct 7, 2025Updated 8 months ago
- Official code for "The Capacity and Robustness Trade-off: Revisiting the Channel Independent Strategy for Multivariate Time Series Foreca…☆57Sep 3, 2025Updated 9 months ago
- Official repository for "TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data" (AAAI 2025).☆35Jul 29, 2025Updated 10 months ago
- ☆30Jan 14, 2025Updated last year
- Pytorch (Lightning) implementation of the Mamba model☆37Apr 18, 2025Updated last year
- Traffic dataset for pems04 and pems08☆13Dec 22, 2025Updated 5 months ago
- Panduan Fundamental bagi Teman-Teman yang ingin Memulai Karirnya di Data Science☆16Jun 13, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Extension of Real time Spatio-Temporal clustering☆12May 16, 2017Updated 9 years ago
- Code for our SIGKDD'25 paper BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models.☆26May 26, 2025Updated last year
- H+是一个完全响应式,基于Bootstrap3最新版本开发的扁平化主题,她采用了主流的左右两栏式布局,使用了Html5+CSS3等现代技术☆11Jul 6, 2016Updated 9 years ago
- [ICLR 2024] STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction☆25Jan 18, 2024Updated 2 years ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆32Mar 11, 2026Updated 3 months ago
- Official implement for "WITRAN:Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecast…☆37Nov 14, 2023Updated 2 years ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆27Aug 25, 2023Updated 2 years ago