Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)
☆166Mar 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 reponsitory for "S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting"☆59Jul 17, 2024Updated 2 years ago
- UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting (WWW 2024)☆113Feb 24, 2024Updated 2 years ago
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆667Jan 8, 2024Updated 2 years ago
- Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆149May 29, 2024Updated 2 years ago
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆269Jul 22, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆161Jun 25, 2025Updated last year
- [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"☆2,688Oct 15, 2025Updated 10 months ago
- Official implementation of "DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting" (NeurIPS 2024)☆26Oct 28, 2024Updated last year
- ☆66Dec 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 last year
- Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.☆28Apr 7, 2024Updated 2 years ago
- ☆141Jul 4, 2025Updated last year
- Large Language & Foundation Models for Time Series.☆566Jul 30, 2024Updated 2 years ago
- A unified multi-task time series model.☆648Sep 26, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆22Oct 28, 2024Updated last year
- Fourier Spatial-Temporal Network for Multivariate Time Series Forecasting☆11Jan 1, 2023Updated 3 years ago
- ☆59Jul 30, 2024Updated 2 years ago
- The official code for "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting (ICLR 2024)". TEMPO is one of …☆142Feb 23, 2025Updated last year
- [ICDE 2025] Official implementation of "Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Kno…☆29Jun 27, 2025Updated last year
- [ICML 2024] Official repo for paper "Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning"☆85Apr 14, 2025Updated last year
- [IJCAI 2024] Official website for "Empowering Time Series Analysis with Large Language Models: A Survey"☆144Oct 10, 2025Updated 10 months ago
- Fireboy & Water Girl in the Forest Temple implemented on an FPGA board for UIUC's ECE385 Digital Systems Laboratory.☆21Mar 30, 2023Updated 3 years ago
- ☆23Aug 14, 2025Updated 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.
- [ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"☆992Mar 21, 2026Updated 5 months ago
- Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and sub…☆1,010Mar 22, 2026Updated 5 months ago
- PyTorch implementation of "ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data" (AAAI 2025 [o…☆166May 17, 2026Updated 3 months ago
- Implementations, Pre-training Code and Datasets of Large Time-Series Models☆552Mar 22, 2026Updated 5 months ago
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI 2025)☆139Mar 19, 2025Updated last year
- ☆51May 16, 2024Updated 2 years ago
- ☆58Nov 24, 2024Updated last year
- A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.☆1,222Dec 22, 2024Updated last year
- [ICML'24] Official PyTorch Implementation of TimeX++☆31Nov 6, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [TPAMI 2026 & ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k …☆275Mar 4, 2026Updated 5 months ago
- ☆160Mar 10, 2026Updated 5 months ago
- Time Series Contrastive Learning with Information-Aware Augmentations (Code)☆24Mar 21, 2023Updated 3 years ago
- Code for our paper "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters".☆284Aug 13, 2025Updated last year
- ☆22Dec 12, 2024Updated last year
- ☆27Aug 19, 2024Updated 2 years ago
- Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)☆219May 16, 2025Updated last year