fmin_adam

Optimiser

An implementation of the Adam optimisation algorithm for stochastic gradient descent problems in Matlab.

Matlab implementation of the Adam stochastic gradient descent optimisation algorithm

GitHub

56 stars
5 watching
24 forks
Language: Matlab
last commit: almost 8 years ago
Linked from 1 awesome list

gradient-descentmatlaboptimizationoptimization-algorithmsstochastic-gradient-descent

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
matthewpeterkelly/particleswarmoptimization An optimization algorithm implementation in Matlab. 83
hiroyuki-kasai/sgdlibrary A collection of stochastic optimization algorithms for large-scale machine learning problems 221
hiroyuki-kasai/gdlibrary A collection of unconstrained optimization algorithms implemented in MATLAB 67
mengomarlene/opti4abq An optimisation method that minimises the difference between FEA output and data in Abaqus models 17
chudur-budur/nsga2-matlab A fast implementation of a multi-objective optimization algorithm 98
google-deepmind/optax A gradient processing and optimization library designed to facilitate research and productivity in machine learning by providing building blocks for custom optimizers and gradient processing components. 1,730
mingruiliu-ml-lab/episode An algorithm for Federated Learning with heterogeneous data, designed to optimize deep neural networks and improve performance 2
clarkzinzow/nonlinear-optimization-algorithms MATLAB implementations of various nonlinear programming algorithms for optimization and minimization tasks 166
hiroyuki-kasai/sparsegdlibrary A collection of unconstrained optimization algorithms for sparse modeling in MATLAB 53
jiangoforit/yellowfin_pytorch An optimizer that automatically tunes momentum and learning rate using local quadratic approximation. 287
fmassa/optimize-net An optimization library for reducing memory usage in PyTorch neural networks 282
mc-nya/fednest An implementation of a federated optimization algorithm for distributed machine learning 6
matthewpeterkelly/optimtraj A software package that optimizes trajectories for physical systems by finding the optimal sequence of controls to minimize energy or cost 636
mlpack/ensmallen A C++ library for numerical optimization tasks 754
mzychlewicz/gwo An implementation of the Grey Wolf Optimizer algorithm in Matlab for solving optimization problems. 55