MATH-CS COMPASS

MATH-CS COMPASS

In-app purchases

About this app

MATH-CS COMPASS is an educational platform bridging pure mathematics and computer science, with a focus on the mathematical foundations of modern AI and machine learning.

The website offers rigorous, structured content across five sections:

I - Linear Algebra to Algebraic Foundations
From vector spaces and eigenvalues to abstract algebra, field theory, and Lie groups.

II - Calculus to Optimization & Analysis
From gradient descent and measure theory to topology, functional analysis, and Lp spaces.

III - Probability & Statistics
From Bayesian inference and Markov chains to measure-theoretic probability.

IV - Discrete Mathematics & Algorithms
From graph theory and computational complexity to simplicial complexes and homology.

V - Machine Learning
Neural networks, SVMs, VAEs, natural gradient descent, and more — where mathematical foundations meet practice.

Navigate all topics through the Interactive Knowledge Map, guided by Tessera, your learning companion.

The companion app includes:

- Fragment Archive: Over 100 episodes from the history of mathematics and computer science, connected through an interactive timeline
- 7 educational mini-games covering transformations, distributions, Bayesian inference, series, and more
- Notes with a math keyboard (197 symbols) and LaTeX rendering
- Achievements tracking across all games
- BGM and sound effects

Founded by Yusuke Yokota. Content is regularly updated.

What’s new

Version 1.6.1
Added sound effects for save and delete in Notes, reset warning in Achievements, and tap feedback on the Progress map. Display and stability refinements.

Version 1.6.0 highlights
NEW: Fragment Archive — 115 episodes from the history of mathematics and computer science.
NEW: Progress — Track learning across the curriculum and generate personalized Learning Path notes.
All 7 Math Games redesigned with smarter mechanics.
Math Keyboard rebuilt for faster LaTeX input.