stochastic-optimizers

There are 1 repository under stochastic-optimizers topic.

esa / pagmo2
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
artificial-intelligence evolutionary-algorithms evolutionary-strategy genetic-algorithm metaheuristics multi-objective-optimization optimization optimization-algorithms optimization-methods optimization-tools pagmo parallel-computing parallel-processing python python3 stochastic-optimizers
Language:C++ 794
100 / Solid
🎯 A comprehensive gradient-free optimization framework written in Python
metaheuristics optimization optimization-algorithms python algorithm library machine-learning machine-learning-algorithms artificial-intelligence stochastic-optimizers discrete-optimization continuous-optimization genetic-algorithm evolutionary-algorithm genetic-algorithm-framework simulated-annealing particle-swarm-optimization hill-climbing tabu-search harmony-search
Language:Python 574
hiroyuki-kasai / NMFLibrary
NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
nmf optimization-algorithms matrix-factorization data-analysis constrained-optimization gradient-descent matlab-toolbox online-learning stochastic-optimizers robust-optimization sparse-representations orthogonal nonnegative-matrix-factorization nonnegativity-constraints probabilistic-matrix-factorization clustering-algorithm divergence
Language:MATLAB 290
locuslab / e2e-model-learning
Task-based end-to-end model learning in stochastic optimization
deep-learning machine-learning optimization paper pytorch stochastic-optimizers
Language:Python 190
biteopt
avaneev / biteopt
Derivative-Free Global Optimization Method (C++, Python binding)
optimization-methods optimization-algorithms constraint-programming stochastic-optimizers stochastic-optimization-algorithms evolutionary-algorithms metaheuristics optimization-tools optimization genetic-algorithm mixed-integer-programming differential-evolution nelder-mead hyperparameter-optimization meta-heuristic cma-es
Language:C++ 127
hiroyuki-kasai / RSOpt
Riemannian stochastic optimization algorithms: Version 1.0.3
riemannian-optimization riemannian-manifold non-convex-optimization machine-learning-algorithms stochastic-optimization stochastic-gradient-descent stochastic-optimizers variance-reduction constrained-optimization nonlinear-optimization large-scale-learning big-data machine-learning nonlinear-optimization-algorithms manifold optimization-algorithms optimization sgd online-learning
Language:MATLAB 59
phrb / NODAL.jl
NODAL is an Open Distributed Autotuning Library in Julia
julia-language julia autotuning stochastic-optimizers high-performance-computing autotuners autonomous-search
Language:Julia 35
gvegayon / ABCoptim
An implementation of the Artificial Bee Colony (ABC) Algorithm
optimization artificial-bee-colony stochastic-optimizers r-programming r rcpp
Language:C++ 29
ltatzel / PyTorchHessianFree
PyTorch implementation of the Hessian-free optimizer
conjugate-gradient deep-learning deep-neural-networks ggn hessian-free matrix-free newtons-method second-order-optimization pytorch-implementation optimization-algorithms stochastic-optimizers
Language:Python 28
harshraj11584 / Paper-Implementation-Overview-Gradient-Descent-Optimization-Sebastian-Ruder
[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder
adadelta adagrad adam-optimizer adam gradient-descent gradient-boosting gradient-descent-algorithm optimization-algorithms optimization-methods adamax amsgrad batch-gradient-descent stochastic-gradient-descent stochastic-optimization stochastic-optimizers momentum nadam nesterov-accelerated-sgd nesterov-momentum rmsprop
Language:Python 22
hiroyuki-kasai / Subsampled-RTR
Subsampled Riemannian trust-region (RTR) algorithms
riemannian-optimization trust-region stochastic-optimizers riemannian-manifold big-data second-order-optimization subsample sub-sampling sampling-methods riemannian-geometry gradient-descent-algorithm optimization optimization-algorithms stochastic-gradient-descent large-scale-optimizations
Language:MATLAB 7
v-iashin / CrossEntropyTSP
An implementation of an approximation of the solution to Traveling Salesman Problem using cross entropy approach on Python 3
cross-entropy entropy jupyter-notebook oop python3 stochastic-optimizers traveling-salesman-problem
Language:Jupyter Notebook 5
husk214 / stopt
implementations of optimization algorithms for regularized empirical risk minimization
optimization-algorithm-library stochastic-optimizers
Language:C++ 3
robin-vjc / smps
Python Utilities for parsing SMPS files (Stochastic Multistage Optimization)
optimization-algorithms python stochastic-optimizers
Language:Python 3
darioizzo / pagmo2
A C++ / Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
optimization massively-parallel evolutionary-algorithms island-model multiobjective-optimization constrained-optimization stochastic-optimizers python3 cpp11 type-erasure
Language:C++ 1
git-steb / structural-deformable-models
Multi-shape detection algorithm in C++ with OpenGL GUI
algorithm ant-species c-plus-plus classification convolutional-layers diploma-thesis gradient-descent-algorithm macro-photographic-images opengl stochastic-optimizers
Language:C++ 1
v-iashin / SamplingChessboardWithQueens
Simulation of an N by M chessboard with K queens such that no queen defeats another using Simulated Annealing
algorithm energy r simulated-annealing simulation stochastic-optimizers temperature-reduction threshold-temperature
Language:R 1
ajauhri / evograph
Exploring different stochastic techniques for optimizing the visual appeal and readability of graphs
graph-visualization stochastic-optimizers
Language:Java 0
ajauhri / evol-ant-placement
Evolutionary Techniques for Antenna Placement
antenna placement simulated-annealing stochastic-optimizers
Language:Lua 0
chernovsergey / stochastic_optimizers
Naive implementation of popular stochastic optimizers
numerical-optimization deep-learning stochastic-optimizers
Language:C++ 0
MrYawe / CS-DC17
A stochastic optimizer for the CS-DC’17 World e-conference schedule.
stochastic-optimizers stochastic-optimization
0