Cheat sheet - 郭睿明的小屋

郭睿明的小屋

Cheat sheet

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郭睿明的小屋

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About ME
博客写作原则
Course
Course
- Code Complete
  Code Complete
  - Code Complete 阅读笔记
- Compiler Principles
  Compiler Principles
  - 语法分析 Parse
- Computer Networking
  Computer Networking
  - 计算机网络中的流量控制与拥塞控制
  - Network layer
  - Sendmail
  - Server
  - Ch1
    Ch1
    
    Introduction
  - Ch2
    Ch2
    
    Mailing protocols: STMP, POP3, and IMAP
- Database
  Database
- Deep Learning
  Deep Learning
  - PointNet
  - ViT&MLP
  - Metrics
  - Smooth l1 loss
  - LSTM
    LSTM
    
    Index
  - Tools
    Tools
    
    Docker
    
    MindSpore
    MindSpore
    
    从源码开始编译`MindSpore`
    
    自定义数据集
  - Cs231n
    Cs231n
    
    CS231n Convolutional Neural Network for Visual Recognition
    
    02
    
    优化方法：随机梯度下降
    
    ConvNets!
    
    05
- Design Patterns
  Design Patterns
- Embedded Systems
  Embedded Systems
  - ARM
    ARM
    
    Running arm on x86
- Huawei Fullstack AI
  Huawei Fullstack AI
  - Ascend
    Ascend
    
    AscendCL 编程简明广播体操
    
    Basic developing
    
    语言基础
    
    Maker 五月昇腾技术讲座
    
    References&thanks
- IT Practice
  IT Practice
  - IT 企业实训体会
- Mathematics
  Mathematics
  - Lorenz
  - Trigonometric
  - Linear Algebra
    Linear Algebra
    
    Index
    
    LU 分解
- Multimodal
  Multimodal
  - 01 introduction
  - Optimization
- Network Engineering
  Network Engineering
  - PacketTracer
  - Packets
- Number Theory
  Number Theory
  - 初等数论
  - 原根
- Programming Language
  Programming Language
  - CPP
    CPP
    
    Clang-Format
  - JavaScript
    JavaScript
    
    绕过网站复制控制的一些方法
    
    Mocha
    
    Tfjs
    Tfjs
    
    Chatbot
    Chatbot
    
    AI Chatbots With TensorFlow.js: Detecting Emotion in Text
    
    AI Chatbots With TensorFlow.js: Training a Trivia Expert AI
    
    AI Chatbots With TensorFlow.js: Improved Emotion Detection in Text
    
    AI Chatbots With TensorFlow.js: Improved Trivia Expert
    
    AI Chatbots With TensorFlow.js: Creating a Movie Dialogue Chatbot
    
    AI Chatbots With TensorFlow.js: Generating Shakespeare Monologue
    
    Vuejs
    Vuejs
    
    使用 Vue.js 开发 APP
    
    Toolbox
  - LaTeX
    LaTeX
    
    Greek Letters
    
    Installing the `TeX Live` (on `Linux`)
    
    多种数学环境公式的对比
    
    Orcid
    
    配置 LaTeX-Workshop
    
    Overleaf
    Overleaf
    
    Overleaf 私有化部署
  - MATLAB
    MATLAB
    
    MATLAB 模块化编程
  - Powershell
    Powershell
    
    `Bash` 与 `PowerShell` 命令对照表
  - Python
    Python
    
    `Python` 面向对象
    
    Python import
    
    `STRFTIME`
    
    `Hydra`：`Python` 配置管理
    
    Conda
    Conda
    
    关于卸载了 `MiniConda` 之后 `cmd` `[process exited with code 1 (0x00000001)]` 这件小事
    
    `conda`与`pip`常用命令
    
    Env
    
    Numpy
    Numpy
    
    NumPy 中的 Axis 与广播机制
    
    `numpy.linalg.eigh`
    
    Einsum
    
    Torch
    Torch
    
    REIGNITE：重学 PyTorch
    
    Tensor 的基本操作
    
    Autograd 以及反向传播
    
    Regression: Torch as a Tensor library
    
    05 logistic regression
    
    Module 和 Optimizer
    
    Dataset 和 DataLoader
    
    起底 MLP
    
    09 CNN
    
    10 LSTM
    
    TensorBoard
    
    Profiler
    
    TorchScript
    
    CUSTOM C++ AND CUDA EXTENSIONS
    
    Clean Code
    
    Misc
    
    PyTorch `foreach` 中的暗坑
- Project Managerment Professional
  Project Managerment Professional
  - Project Management Professional
- Scientific Writing
  Scientific Writing
  - Blog in blog
- Software Engineering
  Software Engineering
- Statistics
  Statistics
  - Mixture Models & Expectation Maximization
  - Time series
- Tool
  Tool
  - `Docker Compose`
  - The missing `.dropboxignore`
  - Gpg
  - Music, the markdown way
  - Pandoc
  - Ssh forward
  - Windows 自带 OpenSSH 服务器的安装与使用
  - `TMUX` 快捷键对照
  - Vim ref
  - Wsl 1 and 2
  - 异地虚拟局域网`ZeroTier`
  - Docker
    Docker
    
    DOCKER BOOTCAMP
    
    将用户加入`docker`用户组
    
    Docker+PyCharm 快速搭建机器学习开发环境
  - Git
    Git
    
    Branching
    
    Git with word
    
    使用 GPG 对提交签名
    
    `git hooks` 的设置与跳过
    
    Pro git
  - Macos
    Macos
    
    macOS 下 `defaults` 配置
  - Open3d
    Open3d
    
    Open3D: A Modern Library for 3D Data Processing
  - Powershell
    Powershell
    
    Environment variables
  - Pyspark
    Pyspark
    
    认识 `PySpark`
    
    技术积累总结
  - Scipy
    Scipy
    
    Sparse
  - Sphinx
    Sphinx
    
    `sphinx`：基于 `Python` 的文档生成工具
  - Termux
    Termux
    
    Remapping a Bluetooth keyboard on Android
- Win32 Developing
  Win32 Developing
  - First things first
  - Reference
Engineering
Engineering
- ARGSS
  ARGSS
  - Index
  - Conclusion
    Conclusion
    
    fromSLAM
  - Control
    Control
    
    Esp32 ledc
    
    Iocomp
    
    Modbus
    
    Ros tf
    
    Transform
  - Datasets
    Datasets
    
    可用的数据集
    
    Cornell Grasp Dataset
  - Design
    Design
    
    Circuit
    
    The Mechanical design of ARGSS
    
    Software
  - Experiments
    Experiments
    
    Replicate
  - Mechanical
    Mechanical
    
    File convert
    
    Sorting hand
  - PointCloudData
    PointCloudData
    
    开源点云标注工具调研与对比
  - RealSenseCamera
    RealSenseCamera
    
    About
    
    基于`Qt` 的 `RealSense` 相机数据采集软件
    
    获取 RealSense 相机内参
  - Robotics
    Robotics
    
    Index
  - Simulation
    Simulation
    
    `CoppeliaSim`
    
    Simscape
    
    Simscape
    Simscape
    
    Index
  - Vision
    Vision
    
    6DoFGraspNet
    
    AlexNet
    
    `GR-ConvNet`论文研读
    
    KeyPose
    
    Molecular Depth
    
    RGBD ROS
    
    Axis trans
    
    Dex net
    
    Gaussian based
    
    标定框和抓取位点的正解反解
    
    Grasp Detection
    
    Jacquard dataset
    
    TODO：整理仓库
    
    Rgbd registration
    
    Transformation
  - Graspnet
    Graspnet
    
    GraspNet 通用物品抓取数据集
- Competitive Programming
  Competitive Programming
- Computer Aided Drug Design
  Computer Aided Drug Design
- Data Science
  Data Science
  - E house price prediction full
- FunCloud
  FunCloud
  - WebAssembly: A gentle introduction
- LISTEN
  LISTEN
  - LISTEN 耳阅读屏
  - Developing Android Accessibility Service
  - Oscar&VinVL
  - AI Mobilized
    AI Mobilized
    
    PyTorch on Android
  - Image Captioning
    Image Captioning
    
    AoAnet
- XiaoXiaoDou
  XiaoXiaoDou
  - How to Train Your Chatbot
  - WeLM
  - Auth
  - Mongodb springboot aggregate
  - uni-app 吐槽
  - Flutter
    Flutter
    
    LinearGradient
    
    Dart
  - SpringBoot
    SpringBoot
    
    Dubbo
Life
Life
- 1Step1Scene
  1Step1Scene
- Relics
  Relics
  - 雪泥
Research
Research
- 如何阅读一篇（计算机科学）学术论文
- MultiModal
  MultiModal
  - Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
  - PVC
    PVC
    
    Index
- ViT
  ViT
  - Paper Digesting
    Paper Digesting
    
    关于 MLP 和 Transformer 的小小调研
    
    ELSA
    
    MAE ref
    
    Masked Autoencoders are Scalable Vision Learners
    
    MetaFormer
    
    Res2Net
    
    SCDA
    
    Swin Transformer
    
    A Hitchhiker’s Guide On Distributed Training Of Deep Neural Networks
    
    Knee-Based Decision Making and Visualization in Many-Objective Optimization
    
    Segmentation
    Segmentation
    
    UNet 3+
WeBook
WeBook
- WeBook: Our web book
- Clustering
- Derivation of KL Divergence
- Sparse Subspace Clustering and Low Rank Representation
- Sparse Coding and Dictionary Learning
- AcademicWriting
  AcademicWriting
  - Writing in Mathematics
- DimensionReduction
  DimensionReduction
- LinearAlgebra
  LinearAlgebra
  - 特征值分解与奇异值分解
  - Eig in scipy
- Matrix
  Matrix
- NerualNetwork
  NerualNetwork
  - Restricted Boltzmann Machine
- Probability
  Probability
  - 贝叶斯理论
  - 线性回归
- QA
  QA
  - Trace det
- RepresentationLearning
  RepresentationLearning
  - K SVD for Dictionary Learning
  - 正交匹配追赶法
- SciPy
  SciPy
  - Eig and eigh
- Space
  Space
  - Equivalence of Norm
- Statistics
  Statistics
  - Second order correlation
Meta
Meta
- 项目概况

Design patterns cheat sheet by Celinio.

designpatterns1

designpatterns2

最后更新: 2023-03-28

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