Supervised Learning

Linear & Logistic Regression

KNN

Decision Tree

Random Forest

SVM

RNN ; LSTM

CNN

Self-attention

Transformer

LDA (降維)


Unsupervised Learning

K-means # Clustering

PCA # Dimension Deduction

Aprior & Partition # Association

GAN

Autoencoder

LDA (Latent Dirichlet Allocation) : 分類文本