Machine Learning Demonstrations

• 2D Model Space
• 3D Model Space
• Bias–Variance Explorer
• Gradient Descent for Linear Regression
• Optimizers
• Regularization
• Norm Balls
• Effect of Regularization
• Scaler Demo
• Loss Landscape w/ different feature scales
• Molecular Descriptors