Vector Databases and HNSW: Fast Search for Semantically Similar Text
Tags
36 pages
Algorithm
How QR Codes Work: Why They Can Be Read Even When Dirty
The Endless Journey of Calculating Pi: From Archimedes to Supercomputers
The Beginning of Graph Theory: The Mathematics of the Seven Bridges of Königsberg
Compressed Sensing: Why We Can Reconstruct Original Signals from Fewer Observations
Grover's Algorithm: How Fast Can Quantum Computers Search?
Spectral Graph Theory: Reading Network Properties from Eigenvalues
Random Matrix Theory: The Mathematics Appearing from Atomic Nuclei to Stock Prices and Neural Networks
Fast Fourier Transform (FFT): The Algorithm That Sped Up Audio, Image, and Communications
How Error-Correcting Codes Work: From Scratched CDs to QR Codes
Queuing Theory: Why the Other Line Always Seems Faster
Finance & Technology: The History of FX (Foreign Exchange Margin Trading) and Algorithmic Trading
Puzzle Algorithms: How to Solve a Rubik's Cube and Algorithms - Solving 43 Quintillion Combinations
B-Tree and Database Index Theory (Why DBs Choose B-Tree)
Graph Theory and Dijkstra / A* Algorithms: Mathematical Foundations and Implementation of Pathfinding
The Depths of the Byzantine Generals Problem and Consensus Algorithms: How Paxos, Raft, and BFT Work
Basics of Graph Theory: Representing Networks with Points and Lines, an Essential Tool in Modern Society
Inclusion-Exclusion Principle: A Powerful Technique for Correctly Counting Elements in Overlapping Sets
Markov Chains: 'Future Depends Only on the Present' Mathematics of State Transitions
The Euclidean Algorithm: Fast GCD Calculation and Humanity's Oldest Algorithm from Antiquity
