A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.
☆162Feb 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.☆1,600Apr 6, 2024Updated last year
- 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.☆2,971Aug 8, 2024Updated last year
- Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting☆10Jun 10, 2022Updated 3 years ago
- An up-to-date list of time-series related papers in AI venues.☆435Jun 15, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.☆1,203Dec 22, 2024Updated last year
- Conditional EEG diffusion model☆17Apr 5, 2024Updated 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.)☆949Mar 12, 2026Updated 2 weeks ago
- An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…☆2,498Aug 12, 2024Updated last year
- Code and logs for Paper：Revisiting Attention for Multivariate Time Series Forecasting☆25Jul 29, 2024Updated last year
- This is the official repository for the paper "TransFusion: Generating Long, High Fidelity Time Series using Diffusion Models with Transf…☆21Apr 15, 2025Updated 11 months ago
- Papers about hypergraph, their applications, and even similar ideas.☆20Nov 15, 2021Updated 4 years ago
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆98Dec 29, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆98Feb 21, 2024Updated 2 years ago
- Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations☆32Oct 26, 2024Updated last year
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,108Jan 29, 2026Updated 2 months ago
- The collection of related papers and resources for the paper Time Series Analysis for Education: Methods, Applications, and Future Direct…☆18Apr 12, 2025Updated 11 months ago
- Resources about time series forecasting and deep learning.☆776Mar 23, 2026Updated last week
- Experiment with Neural ODE on Pytorch☆14Aug 9, 2019Updated 6 years ago
- Modern Portfolio Theory (MPT), a hypothesis put forth by Harry Markowitz in his paper “Portfolio Selection,” (published in 1952 by the Jo…☆14Mar 15, 2018Updated 8 years ago
- Mamba4Cast, a zero-shot time series forecasting model, achieves competitive performance and faster inference than transformer-based model…☆47Oct 11, 2024Updated last year
- Aligning Agentic World Models via Knowledgeable Experience Learning☆32Jan 25, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆14Jan 3, 2025Updated last year
- ☆29Sep 19, 2024Updated last year
- Deep anomaly detection with scale learning☆11May 26, 2023Updated 2 years ago
- A comprehensive survey on the time series domains☆544Mar 22, 2024Updated 2 years ago
- ForeCA: Forecastable Component Analysis in R☆16Jul 3, 2020Updated 5 years ago
- Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).☆2,277Feb 9, 2026Updated last month
- Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…☆556Aug 19, 2024Updated last year
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).☆373Apr 28, 2024Updated last year
- [IEEE IoT-J 2026] The official repository of the SegRNN paper: "Segment Recurrent Neural Network for Long-Term Time Series Forecasting." …☆140Feb 23, 2026Updated last month
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Official code for "Algorithmic Capabilities of Random Transformers" (NeurIPS 2024)☆16Sep 28, 2024Updated last year
- Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)☆128Feb 11, 2023Updated 3 years ago
- ☆22Jul 24, 2023Updated 2 years ago
- The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…☆29Aug 28, 2024Updated last year
- [TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)☆855Aug 9, 2024Updated last year
- [ICLR 2024] Official code of RobustTSF☆21Feb 21, 2024Updated 2 years ago
- Forecasting, anomaly detection, predictive analytics, econometrics and much more☆16Jun 29, 2020Updated 5 years ago