├── .gitignore ├── README.md ├── cover.png ├── notebooks ├── 01_normal.ipynb ├── 02_mle.ipynb ├── 03_multi_normal.ipynb ├── 04_gmm.ipynb ├── 05_em.ipynb ├── 06_pytorch.ipynb ├── 07_vae.ipynb ├── 08_hvae.ipynb ├── 09_diffusion.ipynb ├── 10_diffusion2.ipynb ├── flower.png └── old_faithful.txt ├── posters ├── 1부. 시야를 찾아서.png ├── 2부. 상어공주.png ├── 3부. DeZero의 창조자.png ├── 4부. 제발, 가즈아!.png ├── 5부. 피쉬카소와 천재의 초상.png ├── README.md └── 바닷속 딥러닝 어드벤처.png ├── requirements.txt ├── step01 ├── norm_dist.py ├── norm_param.py ├── sample_avg.py └── sample_sum.py ├── step02 ├── fit.py ├── generate.py ├── height.txt ├── hist.py └── prob.py ├── step03 ├── height_weight.txt ├── mle.py ├── numpy_basis.py ├── numpy_matrix.py ├── plot_3d.py ├── plot_dataset.py └── plot_norm.py ├── step04 ├── gmm.py ├── gmm_sampling.py ├── old_faithful.py └── old_faithful.txt ├── step05 ├── em.py ├── generate.py └── old_faithful.txt ├── step06 ├── gradient.py ├── neuralnet.py ├── regression.py ├── tensor.py └── vision.py ├── step07 └── vae.py ├── step08 └── hvae.py ├── step09 ├── diffusion_model.py ├── flower.png ├── gaussian_noise.py └── simple_unet.py └── step10 ├── classifier_free_guidance.py └── conditional.py /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | *~ 3 | 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