decisionintelligence / TFBLinks
[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
☆1,304Updated last week
Alternatives and similar repositories for TFB
Users that are interested in TFB are comparing it to the libraries listed below
Sorting:
- [ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"☆1,811Updated last month
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,558Updated last week
- Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆137Updated last year
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆249Updated 2 weeks ago
- [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆217Updated last month
- An Awesome List of the latest time series papers and code from top AI venues.☆795Updated this week
- ☆60Updated 8 months ago
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆620Updated last year
- [TPAMI 2025 & ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k …☆238Updated 2 months ago
- Implementations, Pre-training Code and Datasets of Large Time-Series Models☆470Updated 4 months ago
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆245Updated 4 months ago
- [IJCAI 2025] Official implementation of "T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models"☆64Updated last month
- ☆69Updated 11 months ago
- Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)☆400Updated 11 months ago
- Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.☆271Updated 4 months ago
- Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆142Updated 8 months ago
- [KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"☆401Updated 7 months ago
- Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)☆181Updated 6 months ago
- Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and sub…☆848Updated 4 months ago
- ☆84Updated 5 months ago
- Multivariate time series forecasting☆200Updated 6 months ago
- ☆248Updated last year
- A survey and paper list of current Spatio-Temporal Foundation Models from the pipeline perspective with awesome resources (paper, code, s…☆151Updated 5 months ago
- The official code for "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting (ICLR 2024)". TEMPO is one of …☆127Updated 9 months ago
- [ICLR 2025] CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching☆133Updated 3 weeks ago
- Official code for TimeCraft: A Time Series Generation Framework for Real-World Applications☆945Updated this week
- This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotli…☆376Updated last year
- An awesome project on irregular time series and incomplete time series☆75Updated 2 weeks ago
- About model release for "Sundial: A Family of Highly Capable Time Series Foundation Models" (ICML 2025 Oral)☆152Updated 2 months ago
- SocioDojo lifelong learning environment for real-society dynamics and hypothesis and proof agent.☆230Updated last year