SalesforceAIResearch / gift-evalLinks
☆150Updated this 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 2 months ago
- 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 month
- Repository of Transformer based PyTorch Time Series Models☆312Updated 11 months ago
- The collection of resources about LLM for Time series tasks☆150Updated last year
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆124Updated 2 months ago
- Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.☆266Updated 3 months ago
- ☆83Updated last year
- A curated list of state-of-the-art papers on deep learning for universal representations of time series.☆184Updated 3 months ago
- ☆113Updated 3 months ago
- ☆163Updated 8 months ago
- FITS: Frequency Interpolation Time Series Analysis Baseline☆211Updated last month
- Codebase for CIKM '24 paper -- General Time Transformer: an Encoder-only Foundation Model for Zero-Shot Multivariate Time Series Forecas…☆54Updated 11 months ago
- Official implementation of SAMformer, a transformer leveraging Sharpness-Aware Minimization and Channel-Wise Attention for Time Series Fo…☆177Updated 4 months ago
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆113Updated last year
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆200Updated 4 months ago
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆239Updated 2 months ago
- ☆146Updated 3 months ago
- PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting☆291Updated last year
- This is an official PyTorch implementation of the NeurIPS 2023 paper 《OneNet: Enhancing Time Series Forecasting Models under Concept Drif…☆122Updated 10 months ago
- This repository contains the implementations related to the experiments of a set of publicly available datasets that are used in the time…☆234Updated 2 years ago
- [TPAMI 2025 & ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k …☆229Updated last month
- ☆41Updated last year
- TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series, from ServiceNow Research☆136Updated last year
- PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)☆227Updated 2 years ago
- Official implementation of TGTSF in "Beyond Trend and Periodicity: Guiding Time Series Forecasting with Textual Cues"☆47Updated 5 months ago
- Official PyTorch implementation of TSDiff models presented in the NeurIPS 2023 paper "Predict, Refine, Synthesize: Self-Guiding Diffusion…☆222Updated last year
- Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …☆115Updated 6 months ago
- Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305…☆229Updated last year
- Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping☆90Updated 2 years ago
- NuwaTS: a Foundation Model Mending Every Incomplete Time Series☆65Updated 10 months ago