xihao park's repositories
benchmarking-gnns
Repository for benchmarking graph neural networks
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.
ESG
PyTorch implementation of ESG
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.
PyTorch-Geometric-YooChoose
This is a tutorial for PyTorch Geometric on the YooChoose dataset
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
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。