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Gradient-Free-Optimizers

SimonBlanke / Gradient-Free-Optimizers

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Grid search variant

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SimonBlanke
SimonBlanke commented Mar 9, 2021

I think it would be useful to have a grid search optimizer in this package. But its implementation would probably be quite different from other ones (sklearn, ...).

The requirements are:

  • The grid search has to stop after n_iter instead of searching the entire search space
  • The positions should not be precalculated at the beginning of the optimization (i have concerns about memory load).
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enhancement help wanted good first issue

ipc-sim / IPC

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Incremental Potential Contact (IPC) is for robust and accurate time stepping of nonlinear elastodynamics. IPC guarantees intersection- and inversion-free trajectories regardless of materials, time-step sizes, velocities, or deformation severity.
computer-animation computer-graphics constrained-optimization numerical-optimization siggraph interior-point-method physics-based-animation barrier-method physical-simulation optimization-time-integrator elastodynamics
  • Updated Aug 27, 2021
  • C++

Gecode / gecode

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hiroyuki-kasai / NMFLibrary

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MATLAB library for non-negative matrix factorization (NMF): Version 1.8.1
matlab machine-learning-algorithms bigdata matrix-factorization constrained-optimization data-analysis robust-optimization gradient-descent matlab-toolbox clustering-algorithm optimization-algorithms nmf online-learning stochastic-optimizers stochastic-gradient-descent nonnegativity-constraints orthogonal probabilistic-matrix-factorization nonnegative-matrix-factorization sparse-representations
  • Updated Oct 14, 2020
  • MATLAB

hiroyuki-kasai / RSOpt

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Riemannian stochastic optimization algorithms: Version 1.0.3
machine-learning big-data optimization machine-learning-algorithms constrained-optimization sgd manifold nonlinear-optimization optimization-algorithms large-scale-learning online-learning stochastic-optimizers variance-reduction stochastic-gradient-descent nonlinear-optimization-algorithms stochastic-optimization riemannian-manifold riemannian-optimization non-convex-optimization
  • Updated Jun 10, 2021
  • MATLAB

pronenewbits / Arduino_Constrained_MPC_Library

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A compact Constrained Model Predictive Control (MPC) library with Active Set based Quadratic Programming (QP) solver for Teensy4/Arduino system (or any real time embedded system in general)
arduino real-time microcontroller embedded control teensy cpp controller realtime embedded-systems constrained-optimization mpc mcu optimal-control control-theory quadratic-programming model-predictive-control teensy40
  • Updated May 3, 2020
  • C++

JuliaFirstOrder / SeparableOptimization.jl

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A Julia package that solves Linearly Constrained Separable Optimization Problems using ADMM.
optimization julia julia-language constrained-optimization admm proximal-algorithms proximal-operators prox convex-optimization piecewise first-order-methods convex quadratic first-order linearly-separable nonsmooth-optimization admm-algorithm piecewise-quadratic separable-optimization linearly-constrained
  • Updated Jul 19, 2021
  • Julia

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