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anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

anrl

ANRL: Attributed Network Representation Learning via Deep Neural Networks(IJCAI-18)

bctpy

brain connectivity toolbox for python

communitydetection

Implements of community detection algorithms

communityevaluation

A framework for evaluating community mining algorithms.

deepadots

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deepwalk_keras_igraph

Reimplementation of deepwalk algorithm from https://github.com/phanein/deepwalk

diffpool

evaluation_framework_for_graph_embedding

Deep Neural Networks Based Approaches for Graph Embeddings

fcd

Fused Community Detection

gem

graph_theory

codes and datas for my thesis about complex_network and community detection

learning_tensorflow

深度学习基础知识学习并使用tensorflow2.0实现相关代码（Learn the basic knowledge in depth and use tensorflow 2.0 to implement relevant codes）

louvain

Implementation of the Louvain method for community detection using R code

modmax

Community Structure Detection via Modularity Maximization

node2vec

Node2vec with tensorflow

node2vec-1

nrl-implement

Tensorflow implementation of DeepWalk, LINE, node2vec and GraphGAN.

openne

An Open-Source Package for Network Embedding (NE)

phse

projects

sbm_node_embedding

slpa_nx

Community mining with Speaker-Listener Label Propagation Algorithm (SLPA) for networkx graphs

weiclam

Experiments around BigCLAM model