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.
☆156Updated 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 comprehensive survey on the time series domains☆536Updated last year
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).☆347Updated last year
- A curated list of state-of-the-art papers on deep learning for universal representations of time series.☆182Updated 2 months ago
- This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).☆193Updated 10 months ago
- tracking papers, datasets, and models of "large language model (LLM) for time series"☆474Updated last year
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.☆165Updated 3 years ago
- Official website for "Empowering Time Series Analysis with Large Language Models: A Survey"☆134Updated 2 months ago
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆909Updated 5 months ago
- Resources about time series forecasting and deep learning.☆699Updated this week
- a Python toolbox loads 172 public time series datasets for machine/deep learning with a single line of code. Datasets from multiple domai…☆213Updated last week
- Awesome Deep Learning for Time-Series Imputation, including an unmissable paper and tool list about applying neural networks to impute in…☆353Updated last week
- Large Language & Foundation Models for Time Series.☆532Updated last year
- RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift☆361Updated 11 months ago
- Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.☆258Updated last month
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.☆1,503Updated last year
- The collection of resources about LLM for Time series tasks☆148Updated last year
- Repository of Transformer based PyTorch Time Series Models☆309Updated 9 months ago
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆229Updated last month
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆598Updated last year
- The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (S…☆450Updated this week
- [ICML 2024 Oral & TPAMI] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Param…☆217Updated this week
- ☆145Updated last year
- A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.☆1,130Updated 8 months ago
- ProbTS is a benchmarking toolkit for time series forecasting.☆184Updated 3 weeks ago
- A curated list of paper, code, data, and other resources focus on multimodal time series analysis.☆140Updated this week
- Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…☆537Updated last year
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆189Updated 3 months ago
- KDD'22 Tutorial: Robust Time Series Analysis and Applications An Industrial Perspective☆104Updated last year
- FITS: Frequency Interpolation Time Series Analysis Baseline☆204Updated 2 months ago