分类： Math

Singular Value Decomposition (SVD) from scratch with linear operators

2 月 28, 2026

—

由

ToothlessOS

于 Computer Science, Math

Singular Value Decomposition (SVD) is definitely one of…
The optimization set: Convex optimization

4 月 23, 2025

—

由

ToothlessOS

于 Math

This log will cover one of the most important optimizat…
The optimization set: Gauss-Newton method

4 月 9, 2025

—

由

ToothlessOS

于 Math

This log is an extension for the least square problems …
The optimization set: Non-linear solvers

3 月 31, 2025

—

由

ToothlessOS

于 Math

This log will focus on open methods for solving non-lin…
The optimization set: QR factorization

3 月 30, 2025

—

由

ToothlessOS

于 Math

Definition (Taken from Prof. Sun, Peng’s slides) …
Intro to discrete math: art of counting

3 月 1, 2025

—

由

ToothlessOS

于 Math

I find it a good time to recap this session’s dis…
Recap of special probability distributions(1)

11 月 4, 2024

—

由

ToothlessOS

于 Math

This and the following log will be a two part recap of …
Multi-variable Calculus cheat sheet

10 月 13, 2024

—

由

ToothlessOS

于 Math

Multi-variable calculus is a complex course: it may not…