Introduction
A0-Mathmatics
- Matrix_Calculus
- attractor.py
A1-Computer_Science
- Algorithm
- Network
  - OSI
- Programming
  - Front_End
    - HTML
      - split_panes_html
    - 热力图
      - FrontEnd_html
      - 百度api获取城市坐标.py
  - Language
    - C_or_C++
      - Gramma
        
        argv.cc
        
        inherit.cc
      - STL
        
        heap.cc
      - debug
        
        gdb
      - pthread
    - Python
      - DevTools
        
        crash_on_ipy.py
        
        jupyter_hide_code.py
      - Example
        
        sendmail
        
        attachment.py
        
        pic.py
        
        qq_smtp.py
        
        sendmail.py
        
        argparse_example.py
        
        create_epubook.py
        
        ctypes
        
        cython
        
        keyboard-mouse
        
        logging
        
        ncurses_example.py
        
        pandas
        
        qrcode_example.py
        
        socket
        
        动态修改幻灯片内容
    - Regular_Expression
  - Software_Engineering
    - Design
      - Factory_Pattern
  - Learning
A2-Machine_Learning
- Algorithms
  - NatrualLanguageProcessing
    - Attention
      - 1_Nadaraya_Watson_Kernel_Regression
      - 2_attention
    - transformer
    - word2vec
  - NeuralNetwork
    - nn_mnist.py
    - nn_mnist_static.py
  - ReinforcementLearning
    - Deep_Reinforcement_Learning
      - Basics
        
        Q-Learning
        
        Value_Based
        
        Variance
      - Policy_Gradient
        
        karpathy-pg-pong.py
        
        kvfrans-ddpg.py
        
        my_simple_PG.py
        
        replay_buffer.py
      - Fine_Tuning
      - OU-process
      - cheatsheet.py
      - step_by_step_q_learning
    - bandit
    - Thinking
    - paperlist
  - SupportVectorMachine
    - SMO_Simple
  - LDA.py
- Optimizers
- Problems
  - Imbalance
- Tools
  - JAX
  - PyTorch
    - Example
  - SciKit-Learn
    - tsne.py
  - TensorFlow
A3-Unix-Like
- Bash
  - bash的高级技巧
- Server_Maintenance
- Tools
  - ffmpeg
  - git
  - lnav
  - netcat
  - tmux
- Arch_Linux_Installation
- macOS
A4-Control_Theory
- OptimalControl_AA203
  - Lecture_01
  - Lecture_02
B1-Management
- HumanResource
  - Curriculum_Vitae
    - 2022
      - 2022.en
      - 2022.zh
    - 2024
      - 2024.zh
    - 2025
      - 2025.zh
  - Interview
- ManagementByObject
  - OKR
  - SMART
  - Self-Control
B2-Economics
- Principle
- Quantitative_Investment
  - PB_PE
  - 基本概念
C-Traffic
- 1_Traffic_Control
  - Objects
  - Terms
- 2_Autopilot
X-Photography
- 1-纽约摄影学院三原则
Y-Academic
- 论文写作
- 论文阅读
Z-Sundry
- DPT-RP1_Config

Objects

饱和度	目标
低	最小停车次数
中	最小车辆延误
高	最大通行能力
过	防止排队溢出

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