Deep-learning

Diffusion Model

Physical Informed Neural Network (PINN) & Operator Learning

Recurrent Neural Network(RNN) & LSTM

Self-Supervised Learning

Anomaly Detection

Generative Adversarial Network(GAN)

Image Segmentation, Object detection.

Convolutional AutoEncoder(CAE)

Pre-trained Model & Transfer Learning

Ch4. Gradient decent algorithm

Ch3_2. Classification_Logistic Regression

Ch3_1. Classification_Perceptron

Ch2_1. Regression

Ch1. Optimization for Deep Learning