LI Zhuowei's repositories
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
basyx-applications
applications
basyx-cpp-sdk
cpp-sdk
benchmark
A microbenchmark support library
building-technologies-ontology-central
Ontology central the open source building technologies ontology model repository for commercial buildings.
DAGNN
A graph neural network tailored to directed acyclic graphs that outperforms conventional GNNs by leveraging the partial order as strong inductive bias besides other suitable architectural features.
DeeperGNN
Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]
detr
End-to-End Object Detection with Transformers
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
FAAAST-Service
FA³ST - Fraunhofer Advanced Asset Administration Shell Tools (for Digital Twins)
free-programming-books
:books: Freely available programming books
gpt-2
Code for the paper "Language Models are Unsupervised Multitask Learners"
GraphGym
Platform for designing and evaluating Graph Neural Networks (GNN)
hello-algo
《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
paper-reading
深度学习经典、新论文逐段精读
picoGPT
An unnecessarily tiny implementation of GPT-2 in NumPy.
powerful-gnns
How Powerful are Graph Neural Networks?
pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
PyScada
PyScada is a open source scada system that uses the Django framework as backend
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
sycl
SYCL for Vitis: Experimental fusion of triSYCL with Intel SYCL oneAPI DPC++ up-streaming effort into Clang/LLVM
TimingPredict
Official open source repository for "A Timing Engine Inspired Graph Neural Network Model for Pre-Routing Slack Prediction" (DAC 2022)
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.