David's Wiki

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Welcome to David Li's wiki.
Welcome to David Li's wiki.


==Programming Languages==
<div style="display:flex;flex-direction:row;">
  <div class="main-card-container">
    <div class="main-flex-card">
      <div class="main-card-header">Programming</div>
      <ul>
        <li>[[C++]]</li>
        <li>[[JavaScript]], [[TypeScript]]</li>
        <li>[[NodeJS]]</li>
        <li>[[Python]]</li>
        <li>[[Bash (Unix shell) | Bash]]</li>
      </ul>
    </div>
    <div class="main-flex-card">
      <div class="main-card-header">Libraries</div>
      <ul>
        <li>[[PyTorch]]</li>
        <li>[[TensorFlow]]</li>
        <li>[[OpenCV]]</li>
      </ul>
    </div>
        <div class="main-flex-card">
      <div class="main-card-header">Frameworks</div>
      <ul>
        <li>[[Laravel]]</li>
        <li>[[Unity]]</li>
        <li>[[React (JavaScript library) | React]]</li>
        <li>[[Angular (web framework) | Angular]]</li>
      </ul>
    </div>
    <div class="main-flex-card">
      <div class="main-card-header">Software Tools</div>
      <ul>
        <li>[[Git]]</li>
        <li>[[FFmpeg]]</li>
        <li>[[Rclone]]</li>
      </ul>
    </div>
    <div class="main-flex-card">
      <div class="main-card-header">Theory</div>
      <ul>
        <li>[[Geometric Computer Vision | 3D Vision]], [[Visual Learning and Recognition | Recognition]]</li>
        <li>[[Computer Graphics | Graphics]], [[Advanced Computer Graphics | Advanced Graphics]]</li>
        <li>[[Machine Learning]], [[Deep Learning]]</li>
      </ul>
    </div>
    <div class="main-flex-card">
      <div class="main-card-header">Typesetting</div>
      <ul>
        <li>[[Latex]]</li>
        <li>[[Markdown]]</li>
        <li>[[Wikitext]]</li>
      </ul>
    </div>
    <div class="main-flex-card">
      <div class="main-card-header">Operating Systems</div>
      <ul>
        <li>[[Linux]]</li>
        <li>[[macOS]]</li>
        <li>[[Windows]]</li>
        <li>[[Docker (software) | Docker]]</li>
      </ul>
    </div>
    <div class="main-flex-card">
      <div class="main-card-header">Editors</div>
      <ul>
        <li>[[Visual Studio Code]]</li>
        <li>[[Vim (text editor) | Vim]]</li>
      </ul>
    </div>
    <div class="main-flex-card">
      <div class="main-card-header">Distributed Computing</div>
      <ul>
        <li>[[Apache Beam]]</li>
<!--        <li>[[Apache Spark]]</li> -->
        <li>[[Kubernetes]]</li>
      </ul>
    </div>
  </div>
</div>
 
==Programming==
===General Purpose===
===General Purpose===
* [[C_(programming_language) | C]]
* [[C (programming_language)]]
* [[C++]]
* [[C++]]
* [[Rust (programming language)]]
* [[C Sharp|C#]]
* [[C Sharp|C#]]
* [[Java]]
* [[Java]]
* [[Kotlin]]
* [[Kotlin]]
* [[Bash (Unix shell) | Bash]]
* [[Bash (Unix shell)]]


===Web Programming===
===Web Programming===
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* [[NodeJS]]
* [[NodeJS]]
* [[WebGL]]
* [[WebGL]]
* [[PHP]]
* [[HTML]]
* [[Cascading Style Sheets | Cascading Style Sheets (CSS)]]
* [[Apache HTTP Server]]
* [[Caddy (web server)]]


===Numerical Computation===
===Numerical Computation===
* [[Latex]]
* [[Julia]]
* [[Julia]]
* [[MATLAB]]
* [[MATLAB]]
* [[Python]]
* [[Python]]
* [[Cython]]
* [[R]]
* [[R]]


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* [[OpenCL]]
* [[OpenCL]]
* [[ROCm]]
* [[ROCm]]
* [[SYCL]]


====Shader Languages====
====Shader Languages====
* [[GLSL]]
* [[GLSL]]
* [[HLSL]]
* [[HLSL]]
===Typesetting===
* [[Latex]]
** [[PGF/TikZ | TikZ]]
* [[Markdown]]
* [[Markdeep]]


==Frameworks==
==Frameworks==
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===Web Development===
===Web Development===
;Front-end Frameworks
* [[Angular (web framework)]]
* [[React (JavaScript library)]] See ([[Next.js]])
* [[Vue.js]]
;Back-end Frameworks
* [[Laravel]]
* [[Laravel]]
* [[Express.js]]
;CSS Libraries
* [[Bootstrap]]
* [[Bootstrap]]
* [[Vue.js]]
* [https://bulma.io/ Bulma]
* [[React]]
 
;Databases
* [[MySQL]]
 
===App Development===
* [[Android System Development]]
* [[Android App Development]]
* [[Android Native Development]]


==Machine Learning==
==Machine Learning==
* [[Hyperparameters]]
* [[Machine Learning Glossary]]
===Libraries===
===Libraries===
* [[Flux]]
* [[Flux]]
* [[TensorFlow]]
* [[TensorFlow]]
* [[PyTorch]]
* [[PyTorch]]
====Visualization Tools====
* [[TensorBoard]]


===Applications===
===Applications===
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===Architectures===
===Architectures===
* [[Generative adversarial network | Generative Adversarial Networks (GANS)]]
* [[Convolutional neural network | Convolutional neural network (CNNs)]]
* [[Generative adversarial network | Generative Adversarial Networks (GANs)]]
* [[Long short-term memory | Long short-term memory (LSTM)]]
* [[Transformer (machine learning model)]]
* [[Capsule neural network]]
* [[Siamese neural network]]
* [[Graph neural network]]


===Research Areas===
===Research Areas===
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** [[Adversarial Examples]]
** [[Adversarial Examples]]
** [[Poisoning Attacks]]
** [[Poisoning Attacks]]
* [[Zero-Shot Learning]]
==Computer Vision==
* [[List of Feature Descriptors]]
* [[Essential Matrix]]


==Libraries==
==Libraries==
;Video and Audio
* [[FFmpeg]]
* [[FFmpeg]]
;Graphics
* [[GLFW]]
* [[three.js]]
* [[three.js]]
* [[Open3D]]
;Vision
* [[OpenCV]]
;Math
* [[Eigen (C++ library)]]
* [[Eigen (C++ library)]]
* [[GLFW]]
 
* [[ViennaCL]]
;Web Development
* [[Webpack]]


==Software and Tools==
==Software and Tools==
===Software Engineering===
* [[CMake]]
* [[CMake]]
* [[Makefile]]
* [[Makefile]]
* [[Git]]
* [[Git]], [[GitLab]]
* [[Adobe Premiere Pro]]
* [[GNU Compiler Collection | GNU Compiler Collection (GCC)]]


===Text Editors and IDEs===
===Text Editors and IDEs===
* [[Atom]]
* [[Visual Studio Code]]
* [[Visual Studio Code]]
* [[Emacs]]
* [[Emacs]]
* [[Vim (text editor)]]
* [[Vim (text editor)]]


==Operating System Usage==
===Photo/Video Editing===
* [[Adobe Premiere Pro]]
* [[DaVinci Resolve]]
 
===3D Modeling===
* [[Blender (software)]]
 
===Office===
* [[Microsoft Powerpoint]]
 
===Misc===
* [[Useful Node Programs]]
* [[Google Chrome]]
* [[Conda (package manager)]]
 
==Operating Systems==
* [[Linux]]
* [[Linux]]
* [[macOS]]
* [[Windows]]
* [[Windows]]
* [[Android (operating system) | Android]]
===Environments===
* [[Cygwin]]
* [[MSYS2]]
* [[Kernel-based Virtual Machine | Kernel-based Virtual Machine (KVM)]]
===Containers===
* [[Docker (software)]]
* [[Kubernetes]]
==Research==


==Surveys==
===Surveys===
* [[Steganography]]
* [[Steganography]]
* [[Natural language processing]]
* [[Natural language processing]]
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* [[Image Compression]]
* [[Image Compression]]
* [[Video Compression]]
* [[Video Compression]]
* [[Depth Estimation]]
* [[Single Image Animation]]
* [[Foveated Rendering]]
* [[Texture Synthesis]]
* [[Image Registration]]
* [[Image quality assessment]]
* [[Image-based rendering]]
===Communication===
* [[Computer Science Conferences]]
* [[Giving Talks]]
* [[Writing Papers]]
* [[Reading Papers]]
* [[Reviewing Papers]]
* [[Writing Rebuttals]]
==Math and Theory==


==Math==
===Machine Learning===
* [[Machine Learning]]
* [[Machine Learning]]
** [[Supervised Learning]]
** [[Supervised Learning]]
** [[Unsupervised Learning]]
** [[Unsupervised Learning]]
** [[Reinforcement Learning]]
** [[Reinforcement Learning]]
** [[Transfer Learning]]
** Domain Adaptation
** [[Ensemble Learning]]
* [[Deep Learning]]
===Mathematics===
* [[Advanced Calculus]]
* [[Advanced Calculus]]
* [[Linear Algebra]]
* [[Linear Algebra]]
* [[Probability]]
* [[Probability]]
** [[Stochastic Processes]]
** [[Stochastic Processes]]
* [[Statistics]]
* [[Statistics]]
* [[Numerical Analysis]]
* [[Numerical Analysis]]
** [[Numerical Optimization]]
** [[Numerical Optimization]]
* [[Data Structures]]
 
===Computer Science===
* [[Algorithms]]
* [[Algorithms]]
** [[Interview Algorithms]]
** [[Interview Algorithms]]
* [[List of sphere projections]]
** [[Parallel Algorithms]]
** [[Graph Theory]]
 
* [[Computer Graphics]]
** [[Advanced Computer Graphics]]
 
* [[Computer Vision]]
** [[Geometric Computer Vision]]
** [[Visual Learning and Recognition]]
 
* [[Data Structures]]
** [[Multidimensional Data Structures]]
 
* Computer Systems
** Computer Architecture
** [[Computer Networking]]
 
==Glossaries==
* [[Machine Learning Glossary]]
* [[New Technology Glossary]]


==Misc==
==Misc==
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* [[Regular Expressions|Regular Expressions (Regex)]]
* [[Regular Expressions|Regular Expressions (Regex)]]
* [[Preprocessor Macros]]
* [[Preprocessor Macros]]
* [[Giving Talks]]
* [[Credit Cards]]
* [[Credit Cards]]
* [[Learn Chinese]]
* [[Investing]]
* [[Learn Japanese]]
* [[Technical Interviews]]
 
* [[Datasets]]
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