Visualizations
Linear Regression Visualization
Linear Regression
Gradient Descent + L1/L2 Regularization

Linear regression interactive visualization with gradient descent optimization MSE and MAE objective functions, LASSO (L1) and Ridge (L2) regularization

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Sinusoidal Positional Encoding Visualization
Sinusoidal Positional Encoding
Lightweight real number encoder

Sinusoidal Positional Encoding is used in Transformers, Diffusion models and NeRFs (Neural Radiance Fields)

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Articles

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Linear Regression from scratch in Python
No dependencies

Details will be provided later

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