lihan2000's starred repositories
DRL-Networking
Research on incentive mechanism design in mobile crowdsensing and mobile edge computing by deep reinforcement learning approaches.
RL-for-binary-computation-offloading-in-wireless-powered-MEC-networks
It's a implementation about the paper Liang Huang, Suzhi Bi, and Ying-jun Angela Zhang, "Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks", on https://ieeexplore.ieee.org/document/8771176
CSDN-code-link
由于CSDN博客里面不能直接上代码链接，涉嫌营销推广，因此建一个github仓库用于整理这些代码链接
city-cellular-traffic-map
City Cellular Traffic Map (C2TM)
FogServicePlacement-ILPvsCN
These are the implementations of two service placement algorithms for fog computing in python 2.7. One is an ILP-based algorithm and the second one is based on the use of complex networks and graph partitions.
Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning
Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers
cloudletplacement_final
A Bifactor Approximation Algorithm for Cloudlet Placement in Edge Computing
suicide-detect-svm
短文本检测工具，判断是否有自杀倾向，欢迎一同改进
Kernel-SVM
Implementation of the Gaussian RBF Kernel in Support Vector Machine model.
SVM_PCA_face_detection
PCA+SVM+KFold方法人脸识别（Face Detection using PCA+SVM）
DecisionTree
机器学习决策树ID3算法的Python实现
CNN_4_Verifycode
使用Keras搭建CNN模型，破解简单的网页验证码
Easy_Lstm_Cnn
Lstm+Cnn 预训练词向量 文本分类
Chinese_poem_generator
唐诗、宋词生成器，有详细说明
LSTM_captcha
基于tensorflow的LSTM识别验证码
LSTMForSentAnalysis
用LSTM进行文本的情感分析
stock_predict_with_LSTM
Predict stock with LSTM supporting pytorch, keras and tensorflow
GANSketching
Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.
Electric-Load-Forecasting
基于LSTM的电力负荷预测
LSTM_stock
基于LSTM的股票数据分析，数据来源于Tushare
colorization
Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.
Colorization
Keras复现论文"Colorful Image Colorization"
KMeans-Clustering
A simple K-Means Clustering model implemented in python