Projects

Self Driving RC Car Based Neural Networks

May 2017
Author: 申恒恒 and 李中泽
Anyang Institute of Technology, Anyang, China
Python, OpenCV, TensorFlow, Keras Best Capston Design GitHub Repository Details Paper Video

Git and GitHub Tutorial

Aug 2017
Author: 申恒恒
Anyang Institute of Technology, Anyang, China
Git, GitHub Tools GitHub Repository Details

Machine Learning Notes

Sep 2017
Author: 申恒恒
UCAS, Beijing
Machine Learning And Deep Learning Note Notes Plan List Introduction Single variable Linear Regression Multi-Variable Linear Regression Polynomial Regression Logistic Regression Overfitting Naive Bayes Algorithm KNN Algorithm Random Forest Algorithm HMM Algorithm Perceptron Algorithm Markov chain Monte Carlo methods Neural Networks

Respberry-Pi3 Tools

Dec 2017
Author: 申恒恒
UCAS, Beijing
Reaspberry-Pi-3 Document Notes Details

Docker Tutorials

Dec 2017
Author: 申恒恒
UCAS, Beijing
Docker Tools GitHub Repository

大数据平台集群部署方案

Mar 2018
Author: 申恒恒
UCAS, Beijing
BigData Tools Details

BDMS Notes

June 2018
Author: 申恒恒
UCAS, Beijing
Big Data Notes DataBase Concepts Big Data Storage Concepts Big Data Computation Concepts Big Data Analysis Concepts

Multi-Model Database MarkLogic

June 2018
Author: 申恒恒
UCAS, Beijing
NoSQL report report keynote benchmark code

Distributed Systems And Parallel Computing Notes

June 2018
Author: 申恒恒
UCAS, Beijing
并行计算与分布式系统 Notes Parallel Compute Concepts Process Model Concepts 1 Process Model Concepts 2 Data Processing Concepts 1 Data Processing Concepts 2 Coordinationand Agreement Concepts Transactions and Concurrency Control Concepts.pdf

Deep Learning Notes

July 2018
Author: 申恒恒
Note, ShangRao
RNNs & NLP Notes RNNs NLP seq2seq AttentionModel Object Detection Algorithms Transformer Model

High Performance Spark Notes

Aug 2018
Author: 申恒恒
Note, ShangRao
Spark Notes intro. RDD & Datasets & Spark SQL Joins

Kubernetes Notes

Dec 2018
Author: 申恒恒
Note, ShangRao
Kubernetes Notes Kubernets. Kubernets安装配置手册(All). learning-k8s.

Service Mesh

Dec 2018
Author: 申恒恒
Note, ShangRao
Service Mesh Kubernetes Notes Service Mesh.

中间件技术

Aug 2018
Author: 申恒恒
Note, ShangRao
MQ Notes MQTT.

软路由技术笔记

July 2019
Author: 申恒恒
Note, ShangRao
ROS Notes

NAS 与 黑裙辉笔记

July 2019
Author: 申恒恒
Note, ShangRao
NAS Notes

NBIoT技术笔记

July 2019
Author: 申恒恒
Note, ShangRao
NBIoT Notes

ROS/LEDE/Openwrt技术笔记

July 2019
Author: 申恒恒
Note, ShangRao
软路由 Notes

GPIO/NBIoT/GSM/ModBus/串口等数据采集笔记

July 2019
Author: 申恒恒
Note, ShangRao
数据采集 Notes

KubeEdge部署与应用笔记

July 2019
Author: 申恒恒
Note, ShangRao
KubeEdge Notes