Zhuxz's Blog

Correlation and Causation

Correlation and Causation

发表于2024-04-17|Lecture NotesData Science|data-science•correlation•causation

相关性和因果性

Feature Encoding

Feature Encoding

发表于2024-04-09|Lecture NotesData Science|data-science

特征编码，如何把局部的特征聚合成整体的特征

Data Preprocessing and Visualization

Data Preprocessing and Visualization

发表于2024-04-08|Lecture NotesData Science|data-science

数据预处理与数据可视化

Learning theory

Learning theory

发表于2024-03-29|Lecture NotesMachine Learning|machine-learning•em-algorithm•latent-variable•kl-divergence•bayesian-learning•model-selection

General EM, Maximum Likelihood, Bayesian Learning, Model Selection

Kernel Trick

发表于2024-03-23|Lecture NotesData Science|svm•data-science

核方法

Distance Metric

Distance Metric

发表于2024-03-22|Lecture NotesData Science|data-science

距离度量

Zero-sum Game

发表于2024-03-19|Lecture NotesGame Theory|game-theory•zero-sum-game•lp-duality

零和博弈与对偶解法

Strategy-form Game

Strategy-form Game

发表于2024-03-12|Lecture NotesGame Theory|game-theory•prisioner-dilemma•nash-equilibrium•dominant-strategy

关于博弈论的形式化描述

Introduction

发表于2024-03-11|Lecture NotesGame Theory|game-theory•prisioner-dilemma•braess-paradox

博弈论基础

Feature Engineering

Feature Engineering

发表于2024-03-10|Lecture NotesData Science|data-science•feature•pca•lda•t-sne

特征工程与数据降维

Clustering

发表于2024-03-09|Lecture NotesMachine Learning|machine-learning•k-mean•gmm•clustering•online-learning•em-algorithm

K-mean, CL, GMM

Support Vector Machine

Support Vector Machine

发表于2024-01-08|Lecture NotesArtificial Intelligence|artificial-intelligence•svm

人工智能笔记——支持向量机

传输层

发表于2024-01-07|Lecture NotesComputer Network|computer-network•udp•tcp•socket

计算机网络——传输层

8253/4 Timer

发表于2023-12-19|Lecture NotesComputer Organization|embedded-system•counter

定时器或者计时器，在系统中是比较稳定，不受软件影响

8255 PPI芯片

发表于2023-12-19|Lecture NotesComputer Organization|embedded-system

8255,一个可编程的并行接口（一个IO模块）

80X86微处理器

80X86微处理器

发表于2023-12-10|Lecture NotesComputer Organization|embedded-system•8086•flag-register

对于8086系列处理器的基本介绍

数据加载中