本人学习了此系列课程,讲解的很好,提高了对于模型的理解。特此做了学习笔记。
目前已更新到系列35,更多可到up主的主页观看。主页链接
目录如下:
- 绪论
- 数学基础
- 线性回归
- 线性分类
- 降维
- 支持向量机
- 核方法
- 指数族分布
- 概率图模型
- EM
- 高斯混合模型
- 变分推断
- MCMC
- HMM
- 线性动态系统
- 粒子滤波
- 条件随机场
- 高斯网络
- 贝叶斯线性回归
- 高斯过程回归
- 受限玻尔兹曼机
- 谱聚类
- 前馈神经网络
B站《白板手推机器学习》笔记
本人学习了此系列课程,讲解的很好,提高了对于模型的理解。特此做了学习笔记。
目前已更新到系列35,更多可到up主的主页观看。主页链接
目录如下:
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.