Rakdol's repositories
annotated_deep_learning_paper_implementations
๐งโ๐ซ Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, etc. ๐ง
FeatureSelectionGA
Feature Selection using Genetic Algorithm (DEAP Framework)
dl-visuals
Over 200 figures and diagrams of the most popular deep learning architectures and layers FREE TO USE in your blog posts, slides, presentations, or papers.
minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
reinforcement-learning-kr-v2
[ํ์ด์ฌ๊ณผ ์ผ๋ผ์ค๋ก ๋ฐฐ์ฐ๋ ๊ฐํํ์ต] ํ ์ํ๋ก์ฐ 2.0 ๊ฐ์ ํ ์์
RLfrombasics
provides all the codes from the book "RL from basics(๋ฐ๋ฅ๋ถํฐ ๋ฐฐ์ฐ๋ ๊ฐํํ์ต)"
OpenStudio_to_EnergyPlusAPI
Python: using OpenStudio Bindings, EnergyPlus API, and matplotlib
TeachYourselfCS-KR
์ปดํจํฐ ๊ณผํ ์ค์ค๋ก ํ์ตํ๊ธฐ https://teachyourselfcs.com
StudyBook
Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)
rakdol.github.io
hosting test
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program