DeepLearning-Summary
Continually updating...
PR12 (Korean)
Pre-processing
CheatSheet
- shervine (recommend)
Mathematics
English
- Probability-and-Statistics-Cookbook
- bayes-nn
- Mathematics-for-Machine-Learning
- Mathematics-for-Machine-Learning_2
Korean
- 수포자를 위한 머신러닝
- Mathematics-Cookbook
- Dimension-Reduction
- Pattern-Recognition
- 공돌이의 수학정리 노트
- Convex-Optimization
Theory
English
- Machine-Learning-glossary
- Backpropagation-In-Convolutional-Neural-Networks
- 1x1-Convolution
- SNU-TF
- Object-Detection
Korean
TechBlog
English
- GAN-wiseodd
- Peter's notes
- Colah
- Distill
- pyimagesearch (recommend)
- Neurohive (recommend)
- Papers with code (recommend)
Korean
DeepLearning Lecture
English
Korean
MachineLearning Lecture
English
Korean
DeepLearning Tutorial
English
Korean
Tensorflow Tutorial
Korean
English
Pytorch Tutorial
English
Korean
GAN, VAE
English
- illinois_slide
- Delving-deep-into-GANs
- Wasserstein GAN in Keras
- tf-gan-comparison
- tf-gan-colletion
- how-to-train-gan