SalesforceAIResearch / gift-evalLinks
☆140Updated last week
Alternatives and similar repositories for gift-eval
Users that are interested in gift-eval are comparing it to the libraries listed below
Sorting:
- ProbTS is a benchmarking toolkit for time series forecasting.☆185Updated last month
- a Python toolbox loads 172 public time series datasets for machine/deep learning with a single line of code. Datasets from multiple domai…☆214Updated last week
- Repository of Transformer based PyTorch Time Series Models☆311Updated 10 months ago
- ☆82Updated last year
- Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.☆263Updated 2 months ago
- ☆109Updated 3 months ago
- ☆154Updated 8 months ago
- A curated list of state-of-the-art papers on deep learning for universal representations of time series.☆184Updated 2 months ago
- FITS: Frequency Interpolation Time Series Analysis Baseline☆211Updated 2 weeks ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆124Updated 2 months ago
- Official implementation of SAMformer, a transformer leveraging Sharpness-Aware Minimization and Channel-Wise Attention for Time Series Fo…☆176Updated 3 months ago
- The collection of resources about LLM for Time series tasks☆149Updated last year
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆233Updated last month
- Official implementation of TGTSF in "Beyond Trend and Periodicity: Guiding Time Series Forecasting with Textual Cues"☆46Updated 4 months ago
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆192Updated 4 months ago
- An up-to-date list of time-series related papers in AI venues.☆422Updated last year
- Official PyTorch implementation of TSDiff models presented in the NeurIPS 2023 paper "Predict, Refine, Synthesize: Self-Guiding Diffusion…☆221Updated last year
- Codebase for CIKM '24 paper -- General Time Transformer: an Encoder-only Foundation Model for Zero-Shot Multivariate Time Series Forecas…☆52Updated 11 months ago
- [TPAMI 2025 & ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k …☆221Updated 3 weeks ago
- ☆144Updated 2 months ago
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆111Updated last year
- PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)☆225Updated 2 years ago
- Zero-shot Time Series Forecasting with TabPFN (work accepted at NeurIPS 2024 TRL and TSALM workshops)☆266Updated this week
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆193Updated last year
- RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift☆366Updated last year
- A curated list of paper, code, data, and other resources focus on multimodal time series analysis.☆147Updated 3 weeks ago
- Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …☆114Updated 5 months ago
- TimeCopilot: the GenAI Forecasting Agent. Built on LLMs and Time Series Foundation Models, it lets you forecast, cross-validate, and dete…☆107Updated last week
- MOMENT: A Family of Open Time-series Foundation Models, ICML'24☆603Updated 4 months ago
- Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping☆90Updated 2 years ago