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ai-system

System for AI Education Resource.

awesome-gnn-systems

A list of awesome GNN systems.

cv

Geoff Boeing's academic CV in LaTeX

cvxbook_additional_exercises

Additional exercises and data for EE364a. No solutions; for public consumption.

design-patterns-cpp

C++ Design Patterns

dgl0.9.x

Python package built to ease deep learning on graph, on top of existing DL frameworks.

distributed-learning-rep

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

gnn_mmmg

linux

Linux kernel source tree

linux-learning

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

multi_gpu_training

openmlsys-zh

《Machine Learning Systems: Design and Implementation》- Chinese Version

pagraph

SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.

pipegcn

[ICLR 2022] "PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication" by Cheng Wan, Youjie Li, Cameron R. Wolfe, Anastasios Kyrillidis, Nam Sung Kim, Yingyan Lin

pybind11

Seamless operability between C++11 and Python

python

All Algorithms implemented in Python

pytorch-doc-zh

Pytorch 中文文档

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tensorrt

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.