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KDD21 Attentive Heterogeneous Graph Embedding for Job Mobility Prediction

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

awesome-deep-learning-papers

The most cited deep learning papers

cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

cs-notes

:books: Computer Science Learning Notes

deep-painterly-harmonization

Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189

focal_loss_pytorch

A PyTorch Implementation of Focal Loss.

github

GitHub 漫游指南- a Chinese ebook on how to build a good project on Github. Explore the users' behavior. Find some thing interest.

github-rank

Github Users Ranking for China.

gnnpapers

Must-read papers on graph neural network (GNN)

graph_nets

Build Graph Nets in Tensorflow

gson

A Java serialization/deserialization library that can convert Java Objects into JSON and back.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

homeworksystem

采用Spring + Spring MVC + Mybatis架构开发班级作业提交、离校统计系统，并采用全Java Config配置完成。

julia

The Julia Language: A fresh approach to technical computing.

leetcode_daily

machinelearning

Machine learning resources

metricfactorization

Implementation of Metric Factorisation for both rating prediction and item ranking

mineknowcontainer

个人知识小仓库

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nstools

Some meaningless nscripter tools.

oucml

paper_recurrent

recurrent the algorithm int the papers

practicalai

A practical approach to learning machine learning.

pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-biggraph

Software used for generating embeddings from large-scale graph-structured data.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

reliableudp

采用自建简易协议，实现UDP可靠数据传输，并实现模拟丢包等功能完成局域网内测试。

rspapers

Must-read papers on Recommender System.