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3dwindturbinesimulator

a 3D Simulator that can design a wind farm by PSO technique in a continuous space, as well as can design in Grid base wind farm layout. The simulator will provide 3D environment system and control with simulated values, simulation of wake effect and air flow in the environment and present simulation results into graphical format that can be used in future for analysis

audio-toy

基于CNN的音频识别

automated-social-annotation

Joint Multi-label Attention Network (JMAN)

awesome-ml-for-cybersecurity

:octocat: Machine Learning for Cyber Security

broad-learning-system

broad-learning-system-1

BLS Code

capslayer

CapsLayer: An advanced library for capsule theory

capsulegan

An Experimental Implementation for CapsuleGAN.

chainer-graph-cnn

Chainer implementation of 'Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering' (https://arxiv.org/abs/1606.09375)

cluster-analysis

K-Means++(HCM), Fuzzy C-Means(FCM), Hierarchical Clustering, DBscan

clustering-metrics

Python implementations of various clustering metrics

cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

column_networks

Column Networks for Collective Classification: A novel deep learning model for collective classification in multi-relational domains

common.utility

比较全面的c#帮助类，各种功能性代码。

comparing-trajectory-clustering-methods

Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets

cyber-physical-system

Attacks and detection technique using matlab simulink in CPS.

dbc

A Novel Clustering Algorithm based on Directional Propagation of Cluster Labels

dcut

Graph clustering based on density measures

defensegan

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)

densitypeakcluster

A python implementation for 'Clustering by fast search and find of density peaks' in science 2014.

dimensionality_reduction_alo_codes

PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

dynamicgem

efficient-gan-based-method-for-cyber-intrusion

A GAN-based model focused on anomaly detection in discrete dataset

egosplitting

A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).

evalne

Source code for EvalNE, a Python library for evaluating Network Embedding methods on Link Prediction tasks.

gae

Implementation of Graph Auto-Encoders in TensorFlow

gam

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

gan-attack

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gem