Main Page

Welcome to David Li's wiki.

Programming

• C++
• JavaScript
• NodeJS
• Python
• Bash (Unix shell)

Libraries

• TensorFlow
• PyTorch
• OpenCV

Frameworks

• Laravel
• Unity

Software Tools

• Git
• FFmpeg
• Rclone

Theory

• Deep Learning
• Visual Learning and Recognition
• (Advanced) Computer Graphics
• Machine Learning

Typesetting

• Latex
• Markdown
• Wikitext

Operating Systems

• Linux
• Windows
• Docker (software)
• MSYS2

Programming Languages

General Purpose

• C
• C++
• C#
• Java
• Kotlin
• Bash

Web Programming

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

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)
• Vue.js
• React

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

Research Areas

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

Computer Vision

• List of Feature Descriptors
• Essential Matrix

Libraries

• FFmpeg
• three.js
• Eigen (C++ library)
• GLFW
• OpenCV
• Open3D
• Webpack

Software and Tools

Software Engineering

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

Text Editors and IDEs

• Atom
• 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
• Anaconda (Python distribution)

Operating Systems

• Linux
• 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

Communication

• Computer Science Conferences
• Giving Talks
• Writing Papers
• Reading Papers
• Reviewing Papers

Math and Theory

Machine Learning

• Machine Learning
  • Supervised Learning
  • Unsupervised Learning
  • Reinforcement Learning
  • Transfer Learning
  • Domain Adaptation
  • Ensemble Learning
  • Deep Learning
• Visual Learning and Recognition

Mathematics

• Advanced Calculus
• Linear Algebra
• Probability
  • Stochastic Processes
• Statistics
• Numerical Analysis
  • Numerical Optimization

Computer Science

• Algorithms
  • Interview Algorithms
  • Parallel Algorithms
  • Graph Theory
• Data Structures
• Computer Graphics
  • Advanced Computer Graphics
• Computer Vision
• List of sphere projections

Misc

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