课程设计:黑桃,刘广月,于鸿飞
组队学习说明:通过查阅相关文献,对机器学习算法进行梳理
任务路线:RF--->GBDT--->XGB--->LightGBM
组队学习周期:10天
定位人群:有概率论、矩阵运算、求导、泰勒展开等基础数学知识;
难度系数:中
每个任务完成大概所需时间:2-3h
- 集成学习概念
- 个体学习器概念
- boosting bagging
- 结合策略(平均法,投票法,学习法)
- 随机森林**
- 随机森林的推广
- 优缺点
- sklearn参数
- 应用场景
课程设计:黑桃,刘广月,于鸿飞
组队学习说明:通过查阅相关文献,对机器学习算法进行梳理
任务路线:RF--->GBDT--->XGB--->LightGBM
组队学习周期:10天
定位人群:有概率论、矩阵运算、求导、泰勒展开等基础数学知识;
难度系数:中
每个任务完成大概所需时间:2-3h
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 is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
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.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.