人格菜谱 2022-09-29
听说最近MBTI测试在国内火出圈了，我则是在几年前就知道这个测试。 我从一开始把MBTI理论当作类似

Proximal Policy Optimization 2021-01-02
This is a basic introduction of Proximal Policy Op

生成语法下的语言理解 2020-12-18
在计算语言学的领域里，生成语法(generative grammar)是重要的研究的方向之一。生成语

实用双三次抽样 2020-07-30
本篇介绍双三次抽样的基本原理，以及它在三维地形生成中的一个应用，还有代码实现。; [1] ; 我最近

Bessel's correction 2018-08-06
In this post, we will quickly go through the math

Principal Component Analysis 2018-06-30
In this post, we introduce the math foundation beh

Bias-variance decomposition 2018-06-14
In this post, we derive the bias-variance decompos

机器学习常见术语中英对照表 2018-06-14
(未完 。。。)

Expectation Maximization from KL divergence 2018-06-05
In this post we introduce an alternative view on E

Expectation Maximization from Jensen's inequality 2018-06-03
In this post we introduce a common view on Expecta

Least square estimation for Linear Regression 2018-05-23
This post shows how to derive the closed form solu

Derivative of common neural network modules 2018-05-22
This post shows how to derive the derivative of co

Jekyll MathJax guide 2018-05-21
An example of code snippets in Jekyll:; An example

本质的研究