qingsongedu / awesome-AI-tutorials-surveysLinks
A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.
☆158Updated 2 years ago
Alternatives and similar repositories for awesome-AI-tutorials-surveys
Users that are interested in awesome-AI-tutorials-surveys are comparing it to the libraries listed below
Sorting:
- An up-to-date list of time-series related papers in AI venues.☆423Updated last year
- A curated list of state-of-the-art papers on deep learning for universal representations of time series.☆184Updated 3 months ago
- tracking papers, datasets, and models of "large language model (LLM) for time series"☆483Updated last year
- A comprehensive survey on the time series domains☆538Updated last year
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).☆352Updated last year
- The collection of resources about LLM for Time series tasks☆150Updated last year
- Repository of Transformer based PyTorch Time Series Models☆312Updated 11 months ago
- Large Language & Foundation Models for Time Series.☆539Updated last year
- Official website for "Empowering Time Series Analysis with Large Language Models: A Survey"☆136Updated 3 months ago
- Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.☆266Updated 3 months ago
- Resources about time series forecasting and deep learning.☆720Updated this week
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆916Updated 7 months ago
- This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).☆197Updated last year
- Awesome Deep Learning for Time-Series Imputation, including an unmissable paper and tool list about applying neural networks to impute in…☆369Updated 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 month
- [TPAMI 2025 & ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k …☆229Updated last month
- ☆146Updated 3 months ago
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.☆165Updated 3 years ago
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆610Updated last year
- RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift☆369Updated last year
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆239Updated 2 months ago
- ProbTS is a benchmarking toolkit for time series forecasting.☆185Updated 2 months ago
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.☆1,524Updated last year
- ☆113Updated 3 months ago
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆200Updated 4 months ago
- ☆148Updated last year
- ☆163Updated 8 months ago
- A list of (post-hoc) XAI for time series☆158Updated last year
- FITS: Frequency Interpolation Time Series Analysis Baseline☆211Updated last month
- ☆150Updated this week