julia 178 automatic-differentiation 59 nonlinear-optimization 55 scientific-machine-learning 53 sciml 51 convex-optimization 49 mixed-integer-programming 48 global-optimization 46 derivative-free-optimization 43 local-optimization 42 hacktoberfest 42 algorithmic-differentiation 41 julia-language 40 nonlinear-programming 21 jump 15 machine-learning 15 optimization-algorithms 14 differential-equations 14 mathematical-programming 9 linear-programming 9 solver 8 optimal-control 8 surrogate-based-optimization 8 quantum-computing 8 semidefinite-programming 7 stochastic-optimization 7 high-performance-computing 7 network 7 surrogate 7 numerical-optimization 7 surrogates 7 surrogate-models 7 proximal-algorithms 7 nlpmodels 7 proximal-operators 6 modeling-language 6 robotics 6 constrained-optimization 5 combinatorial-optimization 5 operations-research 5 qubo 5 large-scale 5 back-propagation 5 derivatives 5 bayesian-optimization 5 trajectory-optimization 5 optimal-power-flow 4 dynamic-programming 4 neural-networks 4 statistics 4 blackbox-optimization 4 first-order-methods 4 conic-programs 4 optimization-tools 4 modeling 4 jump-jl 4 quadratic-programming 4 equation-based 4 symbolic-computation 4 symbolic 4 ordinary-differential-equations 4 sdp 4 convex 4 quantum-optimal-control 4 prox 3 mathematical-optimization 3 stochastic-programming 3 nonsmooth-optimization 3 optimisation 3 optimization-methods 3 scientific-computing 3 model-predictive-control 3 autodiff 3 polynomials 3 nonlinear-equations 3 frank-wolfe 3 discrete-optimization 3 evolutionary-algorithms 3 differentiable-programming 3 simulation 3 hierarchical-clustering 3 power-network 3 acausal 3 energy-systems 3 control 3 ode 3 dae 3 pde 3 sde 3 dde 3 stochastic-differential-equations 3 delay-differential-equations 3 symbolic-numerics 3 computer-algebra 3 interior-point-method 3 admm 3 optimizer 3 energy 3 or-tools 3 complementarity 3