baojianzhou

DynamicPPE

Code for the KDD21 paper "Subset Node Representation Learning over Large Dynamic Graphs"

gunrock

Programmable CUDA/C++ GPU Graph Analytics

paper-tips-and-tricks

Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

ctl

The C Template Library

awesome-network-embedding

A curated list of network embedding techniques.

hashmap.c

Hash map implementation in C.

hashmap.h

#️⃣ single header hashmap implementation for C and C++

dynamicppr

The implementation of the paper "Parallel Personalized PageRank on Dynamic Graphs"

klib

A standalone and lightweight C library

uhgr

[MLG 2020] Unsupervised Hierarchical Graph Representation Learning by Mutual Information Maximization (https://arxiv.org/abs/2003.08420)

tsd

wiki-scripts

Miscellaneous scripts to gather and process data of wikis.

deepwalk-c

DeepWalk implementation in C++

dgl

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

graph_nets

Build Graph Nets in Tensorflow

OpenNE

An Open-Source Package for Network Embedding (NE)

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

covid-19-data

A repository of data on coronavirus cases and deaths in the U.S.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

datamicroarray

A collection of small-sample, high-dimensional microarray data sets to assess machine-learning algorithms and models.

deepwalk

DeepWalk - Deep Learning for Graphs

omniglot

Omniglot data set for one-shot learning

icml2019-workshop-website

Website of the ICML 2019 workshop: "Identifying and Understanding Deep Learning Phenomena"

jemdoc

Light text markup for creating websites

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

Cmathtuts

trying to collect all useful tutorials for famous C math and linear algebra libraries such as CBLAS, CLAPACK, GSL...

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

CppCoreGuidelines

The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++

post--momentum

Why Momentum Really Works