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ai-for-time-series-papers-tutorials-surveys

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-ai-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

awesome-multi-agent

A curated list of awesome multi-agent learning papers

awesome-real-world-rl

Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.

awesome-reinforcement-learning-papers

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

awesome-rl

Awesome RL: Papers, Books, Codes, Benchmarks

awesome-time-series

list of papers, code, and other resources

awesome-time-series-explainability-papers

bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

bayesiandeeplearning-survey

Bayesian Deep Learning: A Survey

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

diff4rlsurvey

This repository contains a collection of resources and papers on Diffusion Models for RL, accompanying the paper "Diffusion Models for Reinforcement Learning: A Survey"

lhy_machine_learning

李宏毅2021/2022/2023春季机器学习课程课件及作业

nlp_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

papers

Some papers in ML,DL,RL

rl-generalization-paper

A list of papers regarding generalization in (deep) reinforcement learning

rl-papers

rl-papers

rlpapers

Must-read papers on Reinforcement Learning (RL)

time-series-anomaly-detection

List of papers & datasets for anomaly detection on multivariate time-series data.

time-series-papers

An up-to-date list of time-series related papers in AI venues.

time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

tsfpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.