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awesome-network-embedding

A curated list of network embedding techniques.

competitive-recsys

A collection of resources for Recommender Systems (RecSys)

coursera-ml-using-matlab-python

coursera吴恩达机器学习课程作业自写Python版本+Matlab原版

data-science-notes

数据科学的笔记以及资料搜集

datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

dive-into-dl-pytorch

Dive into Deep Learning (动手学深度学习) with PyTorch.

featwalk_aaai19

Large-Scale Heterogeneous Feature Embedding

gat2vec

representation learning on attributed graphs

graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

machine-learning-session

nrlpapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

orl_faces

ORL人脸识别不同算法的实现，用到了scikit-learn,tensorflow等，任选5张训练，5张测试。因为每次训练随机挑选，所以每次输出识别率有偏差 算法 识别率 bp神经网络 0.8 pca+bp神经网络 0.85 小波变换+pca+bp神经网络 0.95 CNN 0.98 小波变换+pca+SVM 0.98####同时希望大家提出宝贵意见，欢迎学习交流，如果你喜欢该项目，请star或者fork一下，你的主动将是我前行的动力####

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

rwr-gae

Code for the paper "RWR-GAE: Random Walk Regularized Graph Auto Encoder"

saylove

tensorflow-learning

:rocket: 深度学习框架之 TensorFlow 学习；炼数成金视频《深度学习框架TensorFlow学习与应用》代码及笔记。

test

hello-word