Convex Optimization – Boyd and Vandenberghe book
Convex Optimization I course
More Descent, Less Gradient (2020) (HN)
Bayesian Optimization - Pure Python implementation of bayesian global optimization with gaussian processes.
Exploring Bayesian Optimization (2020)
STOKE - Stochastic superoptimizer and program synthesizer. (HN)
SE-Sync - Implementation of the SE-Sync algorithm for synchronization over the special Euclidean group.
Optimization: An Introduction (2006) (HN)
Selected Topics in Mathematical Optimization, now in Julia