A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.
☆167Feb 10, 2023Updated 3 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.☆1,621Apr 6, 2024Updated 2 years ago
- KDD'22 Tutorial: Robust Time Series Analysis and Applications An Industrial Perspective☆103Mar 9, 2024Updated 2 years ago
- A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.☆3,007Aug 8, 2024Updated 2 years ago
- Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting☆10Jun 10, 2022Updated 4 years ago
- An up-to-date list of time-series related papers in AI venues.☆436Jun 15, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.☆1,222Dec 22, 2024Updated last year
- Literature Survey about the available Diffusion Models capable of Time-Series Forecasting☆17Mar 28, 2025Updated last year
- Source code of NeurIPS'22 paper: FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting☆33Oct 31, 2022Updated 3 years ago
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆1,035Aug 12, 2026Updated 3 weeks ago
- An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…☆2,696Aug 12, 2024Updated 2 years ago
- Code and logs for Paper：Revisiting Attention for Multivariate Time Series Forecasting☆27Jul 29, 2024Updated 2 years ago
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆100Dec 29, 2024Updated last year
- KDD'22 Tutorial: Robust Time Series Analysis and Applications An Industrial Perspective☆33Sep 22, 2023Updated 2 years ago
- Conditional EEG diffusion model☆17Apr 5, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,191Aug 14, 2026Updated 3 weeks ago
- Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations☆30Oct 26, 2024Updated last year
- Resources about time series forecasting and deep learning.☆804Aug 26, 2026Updated last week
- This is the official repository for the paper "TransFusion: Generating Long, High Fidelity Time Series using Diffusion Models with Transf…☆24Apr 15, 2025Updated last year
- Awesome Deep Learning for Time-Series Imputation, including an unmissable paper and tool list about applying neural networks to impute in…☆426Aug 3, 2026Updated last month
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆16Jan 3, 2025Updated last year
- ☆28Sep 19, 2024Updated last year
- A comprehensive survey on the time series domains☆552Mar 22, 2024Updated 2 years ago
- [IEEE IoT-J 2026] The official repository of the SegRNN paper: "Segment Recurrent Neural Network for Long-Term Time Series Forecasting." …☆141Feb 23, 2026Updated 6 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…☆565Aug 19, 2024Updated 2 years ago
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).☆384Apr 28, 2024Updated 2 years ago
- Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)☆131Feb 11, 2023Updated 3 years ago
- The collection of related papers and resources for the paper Time Series Analysis for Education: Methods, Applications, and Future Direct…☆20Apr 12, 2025Updated last year
- Official code for "The Capacity and Robustness Trade-off: Revisiting the Channel Independent Strategy for Multivariate Time Series Foreca…☆58Sep 3, 2025Updated last year
- ☆23Jul 24, 2023Updated 3 years ago
- This repository contains the pytorch code for the 2023 ICASSP paper "Preformer: Predictive Transformer with Multi-Scale Segment-wise Corr…☆46Feb 17, 2023Updated 3 years ago
- [ICLR 2024] Official code of RobustTSF☆21Feb 21, 2024Updated 2 years ago
- This repository contains the data pipeline code to create a dataset that shows the current and historic electricity generation by UK Bala…☆11May 29, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Forecasting, anomaly detection, predictive analytics, econometrics and much more☆17Jun 29, 2020Updated 6 years ago
- ☆136Mar 4, 2026Updated 6 months ago
- MEAformer: An all-MLP Transformer with Temporal External Attention for Long-term Time Series Forecasting☆13Apr 27, 2024Updated 2 years ago
- About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…☆2,482Feb 28, 2025Updated last year
- PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting☆310Jun 25, 2026Updated 2 months ago
- Object oriented toolbox for data management, graphics and econometrics.☆10Nov 23, 2024Updated last year
- SemiTime (ICASSP2021)☆36Feb 24, 2021Updated 5 years ago