shengchaochen82 / MetePFL
[IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.
☆14Updated 7 months ago
Alternatives and similar repositories for MetePFL:
Users that are interested in MetePFL are comparing it to the libraries listed below
- A curated list of papers in the intersection of multimodal LLMs and time series analysis.☆16Updated last week
- This folder contains some of the data sets commonly used in the field of multivariate time series forecasting.☆10Updated last year
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆31Updated last year
- use federated learning to predict building energy consumption☆15Updated 3 years ago
- ☆9Updated 2 years ago
- ☆34Updated 9 months ago
- ☆25Updated 2 years ago
- This is an official PyTorch implementation of the NeurIPS 2023 paper 《OneNet: Enhancing Time Series Forecasting Models under Concept Drif…☆117Updated 5 months ago
- ☆12Updated 10 months ago
- ☆28Updated 10 months ago
- Official PyTorch implementation of "Cross-Node Federated Graph Neural Network for Spatio-Temporal Modeling".☆66Updated 3 years ago
- INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging☆15Updated 2 years ago
- [NeurIPS 2024] CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting☆13Updated 4 months ago
- [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…☆27Updated 9 months ago
- Time Series Contrastive Learning with Information-Aware Augmentations (Code)☆19Updated 2 years ago
- ☆44Updated 2 years ago
- Quantifying Uncertainty in Deep Spatiotemporal Forecasting☆12Updated 4 years ago
- 🤗 [ICLR 2024] Disentangling Time Series Representations via Contrastive based l-Variational Inference☆19Updated 3 months ago
- [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…☆53Updated 2 months ago
- [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation☆51Updated 10 months ago
- ☆47Updated 2 years ago
- PyTorch implementation of "ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data" (AAAI 2025 [o…☆73Updated last week
- ☆12Updated 3 months ago
- ☆31Updated 3 years ago
- Official implementation of our ICML 2024 paper "UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework…☆28Updated 9 months ago
- ☆29Updated 6 months ago
- ☆24Updated 4 months ago
- This is the PyTorch official implementation of SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Ser…☆15Updated last year
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆51Updated 8 months ago
- ☆18Updated 6 months ago