This project forked from sherry-roar/bearing-fault-detection-by-keras
DC竞赛轴承故障检测
python装好以下依赖库：
然后直接运行main.py即可开始训练，最终训练模型保存为finishModel.h5文件
将第90行改为False即可使用测试数据进行分类测试，测试完成后分类标签保存为submit.csv
训练数据是由792组样本组成，每组样本包含6000个采用数据和一个分类标签，总共有9个故障类和1没有故障的类
实验使用生成器，每次使用20组数据进行训练
把Bear_data/train.csv文件的数据按照格式替换为我们实验所得的数据
例如：每行数据为1000秒采样的电信号数据，没有故障的数据采样100组，敲打故障的数据采样100组，轴不对中的数据采样100组，然后修改main.py中相关参数即可开始训练我们课题组的模型
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
