Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)
☆150Mar 14, 2025Updated last year
Alternatives and similar repositories for CALF
Users that are interested in CALF are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆144May 29, 2024Updated last year
- UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting (WWW 2024)☆110Feb 24, 2024Updated 2 years ago
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆643Jan 8, 2024Updated 2 years ago
- Official reponsitory for "S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting"☆54Jul 17, 2024Updated last year
- ☆159Jun 25, 2025Updated 8 months ago
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆259Jul 22, 2025Updated 8 months ago
- [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"☆2,582Oct 15, 2025Updated 5 months ago
- Official implementation of "DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting" (NeurIPS 2024)☆21Oct 28, 2024Updated last year
- ☆21Oct 28, 2024Updated last year
- [ICDE 2025] Official implementation of "Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Kno…☆25Jun 27, 2025Updated 8 months ago
- ☆65Dec 12, 2023Updated 2 years ago
- [KBS'25]Official Implement of "PRADA: Prompt-guided Representation Alignment and Dynamic Adaption for Time Series Forecasting".☆15May 28, 2025Updated 9 months ago
- Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.☆28Apr 7, 2024Updated last year
- ☆143Jul 4, 2025Updated 8 months ago
- A unified multi-task time series model.☆620Sep 26, 2024Updated last year
- Large Language & Foundation Models for Time Series.☆560Jul 30, 2024Updated last year
- [IJCAI 2024] Official website for "Empowering Time Series Analysis with Large Language Models: A Survey"☆142Oct 10, 2025Updated 5 months ago
- ☆55Jul 30, 2024Updated last year
- [ICML 2024] Official repo for paper "Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning"☆84Apr 14, 2025Updated 11 months ago
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆126Mar 19, 2025Updated last year
- [ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"☆929Dec 12, 2025Updated 3 months ago
- The official code for "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting (ICLR 2024)". TEMPO is one of …☆134Feb 23, 2025Updated last year
- Code for KDD 2025 paper "FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification"☆32Jun 20, 2025Updated 9 months ago
- ☆40Nov 8, 2025Updated 4 months ago
- Fourier Spatial-Temporal Network for Multivariate Time Series Forecasting☆11Jan 1, 2023Updated 3 years ago
- [AAAI 2025] Official implementation of "TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment"☆155Dec 8, 2025Updated 3 months ago
- Fireboy & Water Girl in the Forest Temple implemented on an FPGA board for UIUC's ECE385 Digital Systems Laboratory.☆21Mar 30, 2023Updated 2 years ago
- Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and sub…☆953Updated this week
- ☆51May 16, 2024Updated last year
- ☆27Feb 28, 2025Updated last year
- A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.