Main Page

Welcome to David Li's wiki.

Programming Languages

General Purpose

• C
• C++
• C#
• Java
• Kotlin
• Bash

Web Programming

• JavaScript
• NodeJS
• WebGL
• PHP

Numerical Computation

• Julia
• MATLAB
• Python
• R

GPU Programming

• CUDA
• OpenCL
• ROCm

Shader Languages

• GLSL
• HLSL

Typesetting

• Latex
• Markdown

Frameworks

Game Development

• Unity

Web Development

• Laravel
• Bootstrap
• Vue.js
• React

Machine Learning

Libraries

• Flux
• TensorFlow
• PyTorch

Applications

• Neural Physics
• Fizz Buzz

Architectures

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

Research Areas

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

Libraries

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

Software and Tools

• CMake
• Makefile
• Git
• Adobe Premiere Pro

Text Editors and IDEs

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

Misc

• Useful Node Programs

Operating System Usage

• Linux
• Windows

Surveys

• Steganography
• Natural language processing
• Spherical Harmonics
• Image Compression
• Video Compression
• Depth Estimation
• Single Image Animation

Math

• Machine Learning
  • Supervised Learning
  • Unsupervised Learning
  • Reinforcement Learning
  • Transfer Learning
  • Domain Adaptation
  • Ensemble Learning
• Advanced Calculus
• Linear Algebra
• Probability
  • Stochastic Processes
• Statistics
• Numerical Analysis
  • Numerical Optimization
• Data Structures
• Algorithms
  • Interview Algorithms
• List of sphere projections

Misc

• MediaWiki
• Regular Expressions (Regex)
• Preprocessor Macros
• Giving Talks
• Writing Papers
• Reading Papers
• Credit Cards
• Investing