Purpose

This collection is the main home for mathematical notes, from foundations for computer science to probability, statistics, optimization, and proof-oriented topics. It reorganizes material from Math for Computer Science, Miscellaneous Math Problem Cookbook, and newer notes from current study.

Current Reading Path

Probability Theory and Statistics

1. Random Variable
2. Probability Distributions
3. Expectation and Variance
4. Moment Generating Functions
5. Weak Law of Large Numbers

Planned Areas

• Linear algebra and matrix methods
• Discrete mathematics and combinatorics
• Mathematical logic and proof
• Optimization
• Analysis foundations
• Probability, statistics, and stochastic processes

Status

Probability theory and statistics is the active section. Chinese counterparts exist for the first three notes; Moment Generating Functions and Weak Law of Large Numbers still need Chinese counterparts before this collection is fully bilingual.

Contributors: Eric, Eryc123Y