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awesome-deep-gnn

Papers about developing deep Graph Neural Networks (GNNs)

awesome-deep-graph-anomaly-detection

Awesome graph anomaly detection techniques built based on deep learning frameworks. Collections of commonly used datasets, papers as well as implementations are listed in this github repository. We also invite researchers interested in anomaly detection, graph representation learning, and graph anomaly detection to join this project as contributors and boost further research in this area.

cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

deepst

Deep Learning for Spatio-Temporal Data

echarts-python

Generate Echarts options with Python.

eilene.github.io

blog:npeilene.com

five_chess

一个五子棋人机对战AI，界面用pygame，方法用minmax搜索

gcn

Implementation of Graph Convolutional Networks in TensorFlow

genetic

遗传算法，帮别人实现的，多个变量，最小化问题

geometric-deep-learning-literature

graphheat

A TensorFlow implementation of GraphHeat

gwnn

A TensorFlow implementation of Graph Wavelet Neural Network

hmm-python

用python实现了隐马尔科夫模型的概率计算和预测部分，主要是前向后向算法和维特比算法

knowledge_summary

陆续看了写论文和资料，machine learning相关，有的写了summary，放此保存

lcgnn

A pytorch implementation of LCGNN

leetcode

leetcode上的题目，做做会整理下放上来，

mini_coding

写的一些小程序，不便归类，都放在这儿保存,包括apriori和bandit中几种explore和exploit均衡的方法等小程序

spam_svm

课堂作业，用svm实现垃圾短信分类，其中svm需要自己实现，特征直接取了word2vec后的词向量

spatio-temporal-paper-list

Spatio-temporal modeling 论文列表（主要是graph convolution相关)

tac

tac中的一个比赛，进行中，小组共享的资料和代码

textbayesclassifier

ticket_buy

并发购票系统，查询不加锁，买票和退票加锁，为提高效率锁的粒度在一个车厢一个站上面，具体做法report有说明