Algorithms
- Solving Any Coding Problem - A Mental Framework Dec 2023 - 38 min read
- C++ Competitive Programming Template - Everything in One Place Sep 2024 - 25 min read
- Model Predictive Control - Optimization With a Rolling Horizon Jun 2024 - 11 min read
- Shor's Algorithm - Quantum Factoring That Threatens Modern Cryptography Aug 2021 - 7 min read
- Grover's Algorithm - Quantum Search in Square-Root Time Aug 2021 - 6 min read
- BFGS - When First-Order Gradients Aren't Fast Enough Aug 2021 - 7 min read
- Beam Search - The Best Path You Can Afford to Search For Aug 2021 - 7 min read
- Genetic Algorithms - Evolution as an Optimization Strategy Aug 2021 - 8 min read
- Huffman Coding - Shorter Codes for More Frequent Symbols Feb 2024 - 11 min read
- Tabu Search - Memory-Guided Optimization That Forbids Its Own History Aug 2021 - 6 min read
- Simulated Annealing - Escaping Local Optima by Accepting Bad Moves Aug 2021 - 7 min read
- Local Search - Improving One Step at a Time Until You Can't Aug 2021 - 7 min read
- Approximation Algorithms - Close Enough, Fast Enough Aug 2021 - 7 min read
- Integer Linear Programming - Optimization When Fractions Are Forbidden Aug 2021 - 9 min read
- Metropolis-Hastings - Sampling From Distributions You Can't Integrate Aug 2021 - 7 min read
- Kalman Filtering - Optimal Estimation When Sensors Lie Aug 2021 - 6 min read
- Expectation-Maximization - Alternating Between Guessing and Fitting Aug 2021 - 5 min read
- Fast Fourier Transform - Quadratic to Log-Linear by Symmetry Aug 2021 - 6 min read
- The Viterbi Algorithm - Finding the Most Probable Hidden Path Aug 2021 - 6 min read
- Boyer-Moore - The String Matcher That Skips More Than It Reads Aug 2021 - 6 min read
- String Algorithms & Pattern Matching - Finding Needles in Haystacks, Fast Aug 2021 - 5 min read
- PageRank & Power Iteration - Importance as a Fixed Point of a Random Walk Aug 2021 - 5 min read
- Graph Algorithm Applicability - Choosing the Right Tool for the Graph Aug 2021 - 6 min read
- Network Flow & Matching - The Max, the Min, and Why They're Equal Aug 2021 - 15 min read
- Shortest Paths - When Greed Works and When It Doesn't Aug 2021 - 15 min read