Vitruvion: A Generative Model of Parametric CAD Sketches

COS 302: Practical Multivariate Differentiation

COS 302: Monte Carlo

COS 302: Pseudo-Random Numbers

COS 302: Singular Value Decomposition

COS 302: Applications of Matrix Factorization

COS 302: Eigenvalues and Eigenvectors

COS 302: Matrix Invariants

COS 302: Gram-Schmidt Orthogonalization

COS 302: Orthogonality and Projection

COS 302: Norms and Inner Products

COS 302: Linear Maps

COS 302: Change of Basis

COS 302: Linear Independence, Basis, and Rank

COS 302: Vector Spaces

COS 302: Matrix Inversion

COS 302: Systems of Linear Equations

COS 302: Matrix Basics

COS 302: Vector Basics

SketchGraphs: A Large-Scale Dataset for Modeling Relational Geometry in Computer-Aided Design

Convex Optimization Basics

Optimization Basics

Information Theory Basics

The Gaussian Distribution

Useful inequalities and limit theorems

Independence and dependence

Basics of joint probability

Some useful probability distributions

Probability spaces and random variables

Probability density and mass functions