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.☆1,605Apr 6, 2024Updated 2 years ago
- A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.☆2,978Aug 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.☆436Jun 15, 2024Updated last year
- A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.☆1,209Dec 22, 2024Updated last year
- 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.
- Literature Survey about the available Diffusion Models capable of Time-Series Forecasting☆16Mar 28, 2025Updated last year
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆951Updated this week
- An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…☆2,514Aug 12, 2024Updated last year
- Papers about hypergraph, their applications, and even similar ideas.☆20Nov 15, 2021Updated 4 years ago
- KDD'22 Tutorial: Robust Time Series Analysis and Applications An Industrial Perspective☆33Sep 22, 2023Updated 2 years ago
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆99Dec 29, 2024Updated last year
- ☆98Feb 21, 2024Updated 2 years ago
- This is the official repository for the paper "TransFusion: Generating Long, High Fidelity Time Series using Diffusion Models with Transf…☆23Apr 15, 2025Updated last year
- Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations☆31Oct 26, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,123Mar 29, 2026Updated 3 weeks ago
- The collection of related papers and resources for the paper Time Series Analysis for Education: Methods, Applications, and Future Direct…☆19Apr 12, 2025Updated last year
- Resources about time series forecasting and deep learning.☆782Updated this week
- Furnace is a high-performance quantitative trading library that provides features similar to CCXT, allowing developers to connect and int…☆14Jan 16, 2025Updated last year
- ☆22Feb 29, 2024Updated 2 years ago
- Experiment with Neural ODE on Pytorch☆14Aug 9, 2019Updated 6 years ago
- ☆11Mar 24, 2021Updated 5 years ago
- Mamba4Cast, a zero-shot time series forecasting model, achieves competitive performance and faster inference than transformer-based model…☆49Oct 11, 2024Updated last year
- Awesome Deep Learning for Time-Series Imputation, including an unmissable paper and tool list about applying neural networks to impute in…☆416Mar 17, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A collection of post-quantum cryptographic algorithms (and emerging standards) implemented in Rust.☆16Jul 18, 2025Updated 9 months ago
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆14Jan 3, 2025Updated last year
- ☆29Sep 19, 2024Updated last year
- An implementation of faster-rcnn for people detection in python☆10Apr 30, 2019Updated 6 years ago
- Code, notebooks, and other material for FuturePath AI's training course on Generative AI☆12Apr 24, 2025Updated 11 months ago
- A comprehensive survey on the time series domains☆545Mar 22, 2024Updated 2 years ago
- A quanting demo for cryptocurrency based on Rust.☆12Sep 14, 2024Updated last year
- Quantum Machine Learning☆10Jan 19, 2023Updated 3 years ago
- ForeCA: Forecastable Component Analysis in R☆16Jul 3, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Developed a high-performance trading engine using Rust, leveraging its powerful features for low-level systems programming. Engineered to…☆23Nov 9, 2024Updated last year
- Rust Tips and Tricks☆14May 5, 2022Updated 3 years ago
- Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).☆2,278Feb 9, 2026Updated 2 months ago
- Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…☆556Aug 19, 2024Updated last year
- Code for the implemenation of the Patch Augmentation technique☆10Nov 28, 2019Updated 6 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 last month
- Irregular time series made easy☆20Mar 23, 2026Updated 3 weeks ago