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Ran9E的笔记本
Machine Learning
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Ran9E的笔记本
PiXe1Ran9E/notebook
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System
System
计算机逻辑设计基础
计算机逻辑设计基础
Logic and Digital System
Combinational Logic Circuits
Combinational Logic Design
Sequential Circuits
Digital Hardware Implementation
Registers & Register Transfers
Memory Basics
操作系统原理与实践
操作系统原理与实践
Introduction
OS Structures
Processes
Scheduling
Inter-Process Communication
Threads
Synchronization
Deadlock
Main Memory
Virtual Memory
Mass-Storage Structure
IO Systems
File System Interface
File System Implementation
Security and Protection
Computer Science
Computer Science
高级数据结构与算法分析
高级数据结构与算法分析
Review
错题
理论计算机设计基础
理论计算机设计基础
计算机图形学
计算机图形学
What is Computer Graphics?
2D Graphics
Introduction to OpenGL
Basic Math
Geometric Transformations
Viewing in 2D & 3D
Hidden Surface Removal & Antialiasing
Color Theory & Programmable Pipeline
Curves
Surfaces and Beyond
Digital Material Appearence
Textures
Rendering
AI
AI
机器学习与数据分析
机器学习与数据分析
Note
多智能体强化学习
多智能体强化学习
1 Dynamic Programming
2 Value Estimation
3 Introduction to Deep Learning
4 Deep Q Network
5 Policy Gradient
6 策略学习高级技巧与连续控制
7 MARL with Factored Value Functions
9 MARL with A-C
机器学习
机器学习
Introduction
Linear Regression
Linear Classifier
Kernel Methods
Decision Tree
Neural Networks
Practical Topics in Deep Learning
Bayesian Decision Theory
Ensemble Methods
kNN & Metric
Dimensionality Reduction
Clustering
Reinforcement Learning
特征选择和稀疏学习
计算机视觉导论
计算机视觉导论
Linear Algebra
Image Formation
Image Processing
Model Fitting and Optimization
Image Matching and Motion Estimation
Image stitching
Structure from Motion
Depth estimation and 3D reconstruction
Recognition
3D Deep Learning
Computational Photography
杂项
杂项
OpenGL
OpenGL
LearnOpenGL
Machine Learning
¶
Abstract
2024fall
Teacher: 赵俊博
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