GitHub - klee30810/ML-Study: ML-study resources list

Study Review List

Title	Tags	Explanation
Dropout: a simple way to prevent neural networks from overfitting	Overfitting	Dropout prevents overfitting with random ensembling
Kinds_of_CNN and its Meaning	CNN	Why CNN called Sparse? and What's kinds of CNN in nowadays? How can they be extract feature?
Transformer Attention is all you need	NLP, Transformer, Attention	Transformer has a big potential without recurrence & convolution
Transformer Revisited	Transformer, Attention	Transformer is investigated with python source code
Mixture Density networks	MDN, Mixture of Density networks , Inverse Problem	Mixture Of Density networks can solve the inverse problem with python source code
CutMix	Regulization, Data augmentation	CutMix has good performance in generalization of model and efficient preprocessing method with python source code & kaggle kernel

Name		Name	Last commit message	Last commit date
Latest commit History 61 Commits
DL		DL
Matrix_CookBook		Matrix_CookBook
PRML		PRML
LICENSE		LICENSE
README.md		README.md