rootlu

MetaHIN

Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"

L2P-GNN

Codes and datasets for AAAI-2021 paper "Learning to Pre-train Graph Neural Networks"

RHINE

Source code for AAAI 2019 paper "Relation Structure-Aware Heterogeneous Information Network Embedding"

DyHNE

Code and dataset for IEEE TKDE paper "Dynamic Heterogeneous Information Network Embedding with Meta-path based Proximity"

MMDNE

Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"

SIAN

Code and data for ECML-PKDD paper "Social Influence Attentive Neural Network for Friend-Enhanced Recommendation"

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

leetcode-master

LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

MetaLearning-Papers

Papers on meta-learning

dynamic-KG

Dynamic (Temporal) Knowledge Graph Completion (Reasoning)

lihang-code

《统计学习方法》的代码实现

paper-reading

深度学习经典、新论文逐段精读

stopwords

中文常用停用词表（哈工大停用词表、百度停用词表等）

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

dgl

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

DynamicGEM

embedx

embedx 是基于 c++ 开发的、完全自研的分布式 embedding 训练和推理框架。它目前支持 图模型、深度排序、召回模型和图与排序、图与召回的联合训练模型等

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

GNNPapers

Must-read papers on graph neural networks (GNN)

google-research

Google AI Research

GraphRNN

GraphSAGE

Representation learning on large graphs using stochastic graph convolutions.

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

ohmyzsh

🙃 A delightful community-driven (with 1800+ contributors) framework for managing your zsh configuration. Includes nearly 300 optional plugins (rails, git, OSX, hub, docker, homebrew, node, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

ProductKnowledgeGraph

GoodsKG, a knowledge graph that contains the product-product hierarchy and producer sales goods relationship, which sum up to 1300 products and more than 90000 brands, 基于京东网站的商品上下级概念，商品品牌之间关系，商品描述维度等知识库，基于该知识库可以支持商品属性库构建，商品销售问答，品牌物品生产等知识查询服务，也可用于情感分析等下游应用．

ReclusIve_F.github.io

my web site

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

rootlu.github.io

TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

yu-shi-homepage.github.io

Yu Shi's Homepage