shengchaochen82 / FFTSLinks
[AAAI'25] The implementation of paper "Federated Foundation Models on Heterogeneous Time Series" | The first work to explore time series foundation models on federated setting.
☆19Updated 2 months ago
Alternatives and similar repositories for FFTS
Users that are interested in FFTS are comparing it to the libraries listed below
Sorting:
- INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging☆18Updated 2 years ago
- [ICDE 2025] Official implementation of "Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Kno…☆21Updated 5 months ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆35Updated 2 years ago
- ☆30Updated 2 weeks ago
- ☆76Updated 10 months ago
- Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"☆18Updated 6 months ago
- ☆16Updated 7 months ago
- Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting☆45Updated 4 months ago
- ☆29Updated last month
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆40Updated 11 months ago
- ☆24Updated last year
- ☆14Updated 4 months ago
- The code for FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting☆22Updated 7 months ago
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆80Updated 5 months ago
- ☆37Updated 11 months ago
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆14Updated 11 months ago
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆31Updated 8 months ago
- Time Series Forecasting with Dynamic Graph Modeling☆15Updated 3 months ago
- ☆29Updated last year
- ☆65Updated 2 months ago
- ☆39Updated 4 months ago
- [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…☆74Updated 10 months ago
- ☆11Updated last year
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆74Updated 6 months ago
- ☆49Updated 7 months ago
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆16Updated last year
- [AAAI 2025] Official implementation of "TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment"☆139Updated last week
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Updated last month
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆31Updated last year
- This is an official repository for "Harnessing Vision Models for Time Series Analysis: A Survey".☆58Updated last month