- 데이터 분석 및 이공지능 모델링을 위한 다양한 스킬 셋을 공부한 저장소.
Folder name | Subject | Theory |
---|---|---|
classification | Legendary Pokemon Classification | Click |
data_preprocess | data preprocess | Click |
polyhedron_dice | Create a polyhedron dice | Click |
scikit_learn | Machine Learining to be implemented with a Scikit-Learn | Click |
tensorflow | Image classification; Backbone of CNN | Click |
regression | Linear Regression and Logistic Resgression | Click |
21 | TF2 API | Click |
deep_network | Deep Network(VGG-16, ResNet) | Click |
deconvolution_layer | Deconvolution(upsampling, transposed;) | Click |
gan | Deep Convolutional GAN | Click |
data_analysis | data_analysis(loss function & gredient calculation, prediction model fit | Click |