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Welcome to David Li's wiki. | |||
<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=== | |||
* [[C (programming_language)]] | |||
* [[C++]] | |||
* [[Rust (programming language)]] | |||
* [[C Sharp|C#]] | |||
* [[Java]] | |||
* [[Kotlin]] | |||
* [[Bash (Unix shell)]] | |||
===Web Programming=== | |||
* [[JavaScript]] | |||
* [[NodeJS]] | |||
* [[WebGL]] | |||
* [[PHP]] | |||
* [[HTML]] | |||
* [[Cascading Style Sheets | Cascading Style Sheets (CSS)]] | |||
* [[Apache HTTP Server]] | |||
* [[Caddy (web server)]] | |||
===Numerical Computation=== | |||
* [[Julia]] | |||
* [[MATLAB]] | |||
* [[Python]] | |||
* [[Cython]] | |||
* [[R]] | |||
===GPU Programming=== | |||
* [[CUDA]] | |||
* [[OpenCL]] | |||
* [[ROCm]] | |||
* [[SYCL]] | |||
====Shader Languages==== | |||
* [[GLSL]] | |||
* [[HLSL]] | |||
===Typesetting=== | |||
* [[Latex]] | |||
** [[PGF/TikZ | TikZ]] | |||
* [[Markdown]] | |||
* [[Markdeep]] | |||
==Frameworks== | |||
===Game Development=== | |||
* [[Unity]] | |||
===Web Development=== | |||
;Front-end Frameworks | |||
* [[Angular (web framework)]] | |||
* [[React (JavaScript library)]] See ([[Next.js]]) | |||
* [[Vue.js]] | |||
;Back-end Frameworks | |||
* [[Laravel]] | |||
* [[Express.js]] | |||
;CSS Libraries | |||
* [[Bootstrap]] | |||
* [https://bulma.io/ Bulma] | |||
;Databases | |||
* [[MySQL]] | |||
===App Development=== | |||
* [[Android System Development]] | |||
* [[Android App Development]] | |||
* [[Android Native Development]] | |||
==Machine Learning== | |||
* [[Hyperparameters]] | |||
* [[Machine Learning Glossary]] | |||
===Libraries=== | |||
* [[Flux]] | |||
* [[TensorFlow]] | |||
* [[PyTorch]] | |||
====Visualization Tools==== | |||
* [[TensorBoard]] | |||
===Applications=== | |||
* [[Neural Physics]] | |||
* [https://joelgrus.com/2016/05/23/fizz-buzz-in-tensorflow/ Fizz Buzz] | |||
===Architectures=== | |||
* [[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=== | |||
* [[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 | GNU Compiler Collection (GCC)]] | |||
===Text Editors and IDEs=== | |||
* [[Visual Studio Code]] | |||
* [[Emacs]] | |||
* [[Vim (text editor)]] | |||
===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]] | |||
* [[macOS]] | |||
* [[Windows]] | |||
* [[Android (operating system) | Android]] | |||
===Environments=== | |||
* [[Cygwin]] | |||
* [[MSYS2]] | |||
* [[Kernel-based Virtual Machine | 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|Regular Expressions (Regex)]] | ||
* [ | * [[Preprocessor Macros]] | ||
* [ | * [[Credit Cards]] | ||
* [ | * [[Investing]] | ||
* [ | * [[Technical Interviews]] | ||
* [[Datasets]] | |||
* [[Homelab]] |