5,321
edits
(→Math) |
(→Math) |
||
(46 intermediate revisions by the same user not shown) | |||
Line 8: | Line 8: | ||
* [[Java]] | * [[Java]] | ||
* [[Kotlin]] | * [[Kotlin]] | ||
* [[Bash (Unix shell) | Bash]] | |||
===Web Programming=== | ===Web Programming=== | ||
Line 13: | Line 14: | ||
* [[NodeJS]] | * [[NodeJS]] | ||
* [[WebGL]] | * [[WebGL]] | ||
* [[PHP]] | |||
===Numerical Computation=== | ===Numerical Computation=== | ||
* [[Julia]] | * [[Julia]] | ||
* [[MATLAB]] | * [[MATLAB]] | ||
* [[Python]] | * [[Python]] | ||
* [[Cython]] | |||
* [[R]] | * [[R]] | ||
Line 24: | Line 26: | ||
* [[CUDA]] | * [[CUDA]] | ||
* [[OpenCL]] | * [[OpenCL]] | ||
* [[ROCm]] | |||
====Shader Languages==== | ====Shader Languages==== | ||
* [[GLSL]] | * [[GLSL]] | ||
* [[HLSL]] | * [[HLSL]] | ||
===Typesetting=== | |||
* [[Latex]] | |||
** [[PGF/TikZ | TikZ]] | |||
* [[Markdown]] | |||
==Frameworks== | ==Frameworks== | ||
Line 41: | Line 49: | ||
==Machine Learning== | ==Machine Learning== | ||
===Libraries=== | |||
* [[Flux]] | * [[Flux]] | ||
* [[TensorFlow]] | * [[TensorFlow]] | ||
* [[PyTorch]] | * [[PyTorch]] | ||
===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]] | |||
===Research Areas=== | |||
* [[Adversarial machine learning]] | |||
** [[Adversarial Examples]] | |||
** [[Poisoning Attacks]] | |||
* [[Zero-Shot Learning]] | |||
==Libraries== | ==Libraries== | ||
Line 51: | Line 78: | ||
* [[GLFW]] | * [[GLFW]] | ||
* [[ViennaCL]] | * [[ViennaCL]] | ||
* [[OpenCV]] | |||
* [[Webpack]] | |||
==Tools== | ==Software and Tools== | ||
===Software Engineering=== | |||
* [[CMake]] | * [[CMake]] | ||
* [[Makefile]] | * [[Makefile]] | ||
* [[Git]] | * [[Git]] | ||
* [[Docker (software)]] | |||
===Text Editors and IDEs=== | |||
* [[Atom]] | |||
* [[Visual Studio Code]] | |||
* [[Emacs]] | |||
* [[Vim (text editor)]] | |||
===Photo/Video Editing=== | |||
* [[Adobe Premiere Pro]] | |||
===Misc=== | |||
* [[Useful Node Programs]] | |||
==Operating System Usage== | ==Operating System Usage== | ||
* [[Linux]] | * [[Linux]] | ||
* [[Windows]] | * [[Windows]] | ||
* [[LAMP (software bundle)]] | |||
* [[Android (operating system) | Android]] | |||
==Surveys== | ==Surveys== | ||
* [[Steganography]] | * [[Steganography]] | ||
* [[Natural language processing]] | |||
* [[Spherical Harmonics]] | |||
* [[Image Compression]] | |||
* [[Video Compression]] | |||
* [[Depth Estimation]] | |||
* [[Single Image Animation]] | |||
* [[Foveated Rendering]] | |||
==Math== | ==Math== | ||
* [[Machine Learning]] | * [[Machine Learning]] | ||
** [[Supervised Learning]] | |||
** [[Unsupervised Learning]] | |||
** [[Reinforcement Learning]] | ** [[Reinforcement Learning]] | ||
** [[Transfer Learning]] | |||
** [[Domain Adaptation]] | |||
** [[Ensemble Learning]] | |||
* [[Advanced Calculus]] | |||
* [[Linear Algebra]] | * [[Linear Algebra]] | ||
* [[Probability]] | |||
** [[Stochastic Processes]] | |||
<!-- ** [[Measure-theoretic Probability Theory]] --> | |||
* [[Statistics]] | * [[Statistics]] | ||
* [[Numerical Analysis]] | * [[Numerical Analysis]] | ||
** [[Numerical Optimization]] | ** [[Numerical Optimization]] | ||
* [[Data Structures]] | |||
* [[Algorithms]] | * [[Algorithms]] | ||
** [[Interview Algorithms]] | ** [[Interview Algorithms]] | ||
* [[Computer Graphics]] | |||
* [[List of sphere projections]] | * [[List of sphere projections]] | ||
<!-- * [[Line Integral Convolution]] --> | |||
==Misc== | ==Misc== | ||
Line 79: | Line 144: | ||
* [[Regular Expressions|Regular Expressions (Regex)]] | * [[Regular Expressions|Regular Expressions (Regex)]] | ||
* [[Preprocessor Macros]] | * [[Preprocessor Macros]] | ||
* [[Giving Talks]] | |||
* [[Writing Papers]] | |||
* [[Reading Papers]] | |||
* [[Credit Cards]] | |||
* [[Investing]] | |||
* [[Technical Interviews]] | |||
<!-- | |||
* [[Learn Chinese]] | |||
* [[Learn Japanese]] | |||
--> | |||
<!-- | <!-- |