├── .gitignore ├── CONTRIBUTING.md ├── README.md ├── netlify.toml └── website ├── Makefile ├── content ├── explanations │ ├── math │ │ ├── derivative.md │ │ ├── gradient-descent.md │ │ ├── momentum.md │ │ ├── mse.md │ │ └── partial-derivative.md │ └── ml │ │ ├── embedding.md │ │ ├── hyperparameters.md │ │ ├── kernel.md │ │ ├── lipschitzness.md │ │ ├── loss-function.md │ │ ├── parameters.md │ │ ├── pca.md │ │ ├── relu.md │ │ └── tensor.md └── images │ ├── gd.png │ ├── gd_1.jpg │ ├── gd_2.jpg │ ├── gd_3.jpg │ ├── gd_4.jpg │ ├── gd_momentum.png │ ├── lipschitz.gif │ ├── momentum_1.jpg │ ├── momentum_2.jpg │ ├── momentum_3.jpg │ ├── mse-details.jpg │ ├── mse.png │ ├── mse_1.jpg │ ├── mse_2.jpg │ ├── mse_3.jpg │ ├── mse_4.jpg │ ├── mse_5.jpg │ └── relu.jpg ├── package-lock.json ├── package.json ├── pelicanconf.py ├── plugins └── jinja2content │ ├── __init__.py │ └── jinja2content.py ├── postcss.config.js ├── publishconf.py ├── requirements.txt ├── runtime.txt ├── tailwind.config.js └── 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