xyzustc's repositories
AI-System
System for AI Education Resource.
air-conditioner
❄️ 云空调，便携小空调，为你的夏日带去清凉！
ASER
ASER (Activities, States, Events, and their Relations): a large-scale weighted eventuality knowledge graph.
AutoGL
An autoML framework & toolkit for machine learning on graphs.
awesome-deep-gnn
Papers about developing deep Graph Neural Networks (GNNs)
bolt
10x faster matrix and vector operations.
cogdl
CogDL: An Extensive Toolkit for Deep Learning on Graphs
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dl-engineer-guidebook
深度学习工程师生存指南
egc
Adaptive Filters and Aggregator Fusion for Efficient Graph Convolutions
Fluid
A Generic Resource-Aware Hyperparameter Tuning Execution Engine
GNAS-MP
Pytorch Implementation of Rethinking Graph Neural Architecture Search from Message-passing (CVPR2021)
GNN-Computing
Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"
gpu-monitoring-tools
Tools for monitoring NVIDIA GPUs on Linux
hivemind
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
inter-operator-scheduler
[MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration
Krill
An efficient concurrent graph processing system
nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
PaGraph
SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.
PLNLP
Pairwise learning neural link prediction for ogb link prediction
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
pytorch_geometric
Graph Neural Network Library for PyTorch
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viztracer
VizTracer is a low-overhead logging/debugging/profiling tool that can trace and visualize your python code execution.
VQ-GNN
Official implementation of our VQ-GNN paper (NeurIPS2021)
Willump
Willump Is a Low-Latency Useful Machine learning Platform.