vincentliuheyang

networkx

Network Analysis in Python

py-spy

Sampling profiler for Python programs

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

loky

Robust and reusable Executor for joblib

dask-tutorial

Dask tutorial

dask

Parallel computing with task scheduling

stats

A C++ header-only library of statistical distribution functions.

node2vec

snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

GraphGym

Platform for designing and evaluating Graph Neural Networks (GNN)

pytorch_geometric

Graph Neural Network Library for PyTorch

jraph

A Graph Neural Network Library in Jax

CogDL

CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)

recommenders

Best Practices on Recommendation Systems

transitions

A lightweight, object-oriented finite state machine implementation in Python with many extensions

ZXNotes

记录各种学习笔记(算法、Java、数据库、并发......)

lets-plot

Multiplatform plotting library based on the Grammar of Graphics

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

secretflow

A unified framework for privacy-preserving data analysis and machine learning

directus

The Modern Data Stack 🐰 — Directus is an instant REST+GraphQL API and intuitive no-code data collaboration app for any SQL database.

poetry

Python packaging and dependency management made easy

ModularMusicVisualizer

The Interactive Shader Renderer Platform. Realtime audio, easy rendering, spectrogram, piano roll, music visualization. Manim style

occlum

Occlum is a memory-safe, multi-process library OS for Intel SGX

Awesome-Trustworthy-GNNs

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

FederatedScope

An easy-to-use federated learning platform

mc2

A Platform for Secure Analytics and Machine Learning

onnx

Open standard for machine learning interoperability

Hands-on-RL

https://hrl.boyuai.com/

GraFRank

Code for "Graph Neural Networks for Friend Ranking in Large-scale Social Platforms" (WWW 2021).