Main Page

Welcome to David Li's wiki.

Programming

• C++, Rust
• JavaScript, TypeScript
• NodeJS
• Python
• Bash

Libraries

• PyTorch
• TensorFlow
• OpenCV

Frameworks

• Laravel
• Unity
• React
• Angular

Software Tools

• Git
• FFmpeg
• Rclone

Theory

• 3D Vision, Recognition
• Graphics, Advanced Graphics
• Machine Learning, Deep Learning

Typesetting

• Latex
• Markdown
• Wikitext

Operating Systems

• Linux
• macOS
• Windows
• Docker

Editors

• Visual Studio Code
• Vim

Distributed Computing

• Apache Beam
• Kubernetes

Programming

General Purpose

• C
• C++
• C#
• Java
• Kotlin
• Bash

Web Programming

• JavaScript
• NodeJS
• WebGL
• PHP
• HTML
• Cascading Style Sheets (CSS)
• Apache HTTP Server
• Caddy (web server)

Numerical Computation

• Julia
• MATLAB
• Python
• Cython
• R

GPU Programming

• CUDA
• OpenCL
• ROCm

Shader Languages

• GLSL
• HLSL

Typesetting

• Latex
  • TikZ
• Markdown
• Markdeep

Frameworks

Game Development

• Unity

Web Development

Front-end Frameworks

• Angular (web framework)
• React (JavaScript library)
• Vue.js

Back-end Frameworks

• Laravel
• Express.js

CSS Libraries

• Bootstrap
• Bulma

Databases

• MySQL

App Development

• Android App Development

Machine Learning

• Hyperparameters
• Machine Learning Glossary

Libraries

• Flux
• TensorFlow
• PyTorch

Visualization Tools

• TensorBoard

Applications

• Neural Physics
• Fizz Buzz

Architectures

• Convolutional neural network (CNNs)
• Generative Adversarial Networks (GANs)
• Long short-term memory (LSTM)
• Transformer (machine learning model)
• Capsule neural network
• Siamese neural network
• Graph neural network

Research Areas

• Adversarial machine learning
  • Adversarial Examples
  • Poisoning Attacks
• Zero-Shot Learning

Computer Vision

• List of Feature Descriptors
• Essential Matrix

Libraries

Video and Audio

• FFmpeg

Graphics

• GLFW
• three.js
• Open3D

Vision

• OpenCV

Math

• Eigen (C++ library)

Web Development

• Webpack

Software and Tools

Software Engineering

• CMake
• Makefile
• Git, GitLab
• GNU Compiler Collection (GCC)

Text Editors and IDEs

• Visual Studio Code
• Emacs
• Vim (text editor)

Photo/Video Editing

• Adobe Premiere Pro

3D Modeling

• Blender (software)

Office

• Microsoft Powerpoint

Misc

• Useful Node Programs
• Google Chrome
• Conda (package manager)

Operating Systems

• Linux
• macOS
• Windows
• LAMP (software bundle)
• Android
• Cygwin
• MSYS2
• Kernel-based Virtual Machine (KVM)

Containers

• Docker (software)
• Kubernetes

Research

Surveys

• Steganography
• Natural language processing
• Spherical Harmonics
• Image 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

Machine Learning

• Machine Learning
  • Supervised Learning
  • Unsupervised Learning
  • Reinforcement Learning
  • Transfer Learning
  • Domain Adaptation
  • Ensemble Learning

• Deep Learning

Mathematics

• Advanced Calculus
• Linear Algebra
• Probability
  • Stochastic Processes

• Statistics
• Numerical Analysis
  • Numerical Optimization

Computer Science

• Algorithms
  • Interview Algorithms
  • 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

• MediaWiki
• Regular Expressions (Regex)
• Preprocessor Macros
• Credit Cards
• Investing
• Technical Interviews
• Datasets
• Homelab