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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autoplait

Python implementation of AutoPlait (SIGMOD'14) without smoothing algorithm. NOTE: This repository is for my personal use.

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.

basicts

An Standard and Fair Time Series Forecasting Benchmark and Toolkit.

benchmarking-gnns

Repository for benchmarking graph neural networks

esg

PyTorch implementation of ESG

fredformer

gdn

Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series"

graph-learning

Graph model implementation

hyperopt-doc-zh

Github开源项目hyperopt系列的中文文档,以及学习教程等

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

patchtst

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

pytorch-geometric-yoochoose

This is a tutorial for PyTorch Geometric on the YooChoose dataset

pytorch_geometric

Graph Neural Network Library for PyTorch

team-learning-nlp

主要存储Datawhale组队学习中“自然语言处理”方向的资料。