Chain Rule 04-06-2025 04-06-2025 blog 14 minutes read (About 2153 words)Chain Rule Using Jacobian Matrix Multiplications Mathematics, Linear Algebra, Calculus, Jacobian, Chain Rule Read More
Derivatives 03-31-2025 03-31-2025 blog 17 minutes read (About 2585 words)Derivatives, Partial Derivatives, Directional Derivatives, and Total Derivatives Mathematics, Linear Algebra, Calculus, Jacobian Read More
Reparameterization Trick 05-08-2024 05-08-2024 blog 12 minutes read (About 1749 words)How Distribution of a Random Variable Changes when the Variable is Transformed in a Deterministic Way Deep Learning, Statistics, Probability, Mathematics, Variational Autoencoder, Jacobian Read More
Transformations of Random Variables 04-28-2024 04-28-2024 blog 6 minutes read (About 862 words)How Distribution of a Random Variable Changes When the Variable is Transformed in a Deterministic Way Statistics, Probability, Mathematics, Jacobian Read More
Integration By Substitution 04-08-2024 04-08-2024 blog 16 minutes read (About 2377 words)Proof for Univariate and Multivariate Definite Integration by Substitution Mathematics, Calculus, Jacobian Read More