13 results found Sort:

esa
pygmo2 esa
59
473
mpl-2.0
11
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
island-model optimization meta-heuristic meta-heuristics parallel-computing parallel-processing optimization-methods optimization-problem evolutionary-strategy artificial-intelligence evolutionary-algorithms optimization-algorithms stochastic-optimization evolutionary-computation multiobjective-optimization
Created 2020-01-07
607 commits to master branch, last one 8 months ago
ebrahimpichka
awesome-optimization ebrahimpichka
42
417
unknown
8
A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
awesome awesome-list optimization linear-programming convex-optimization integer-programming linear-optimization operations-research discrete-optimization mathematical-modelling stochastic-optimization mathematical-programming mathematical-optimization combinatorial-optimization integer-linear-programming
Created 2023-10-31
35 commits to main branch, last one 3 months ago
odow
SDDP.jl odow
65
322
other
16
A JuMP extension for Stochastic Dual Dynamic Programming
jump sddp julia sddip optimization optimal-control stochastic-integer benders-decomposition stochastic-programming markov-decision-process stochastic-optimization markov-decision-processes multistage-stochastic-integer multistage-stochastic-optimization stochastic-dual-dynamic-programming
Created 2017-04-10
724 commits to master branch, last one 3 days ago
infiniteopt
InfiniteOpt.jl infiniteopt
21
269
mit
7
An intuitive modeling interface for infinite-dimensional optimization problems.
julia optimization measure-theory optimal-control modeling-language dynamic-programming differential-equations nonlinear-optimization stochastic-optimization pde-constrained-optimization
Created 2019-08-13
660 commits to master branch, last one about a month ago
ACDSLab
MPPI-Generic ACDSLab
14
128
bsd-2-clause
9
Templated C++/CUDA implementation of Model Predictive Path Integral Control (MPPI)
cpp cuda robotics stochastic-optimization model-predictive-control model-predictive-path-integral
Created 2024-07-24
1,407 commits to main branch, last one 6 months ago
rwuilbercq
Hive rwuilbercq
52
111
mit
6
Artificial Bee Colony Algorithm in Python.
metaheuristics artificial-bee-colony stochastic-optimization
Created 2017-01-06
23 commits to master branch, last one 3 years ago
keurfonluu
stochopy keurfonluu
15
97
bsd-3-clause
6
Python library for stochastic numerical optimization
pso mcmc cmaes parallel differential-evolution evolutionary-algorithm stochastic-optimization
Created 2017-04-21
179 commits to master branch, last one about a year ago
Argonne-National-Laboratory
DSP Argonne-National-Laboratory
26
83
other
14
An open-source parallel optimization solver for structured mixed-integer programming
julia parallel optimization stochastic-optimization mixed-integer-programming
Created 2014-11-13
1,342 commits to release branch, last one about a year ago
hiroyuki-kasai
RSOpt hiroyuki-kasai
23
64
mit
4
Riemannian stochastic optimization algorithms: Version 1.0.3
sgd big-data manifold optimization online-learning machine-learning variance-reduction riemannian-manifold large-scale-learning stochastic-optimizers nonlinear-optimization non-convex-optimization optimization-algorithms riemannian-optimization stochastic-optimization constrained-optimization machine-learning-algorithms stochastic-gradient-descent nonlinear-optimization-algorithms
Created 2018-07-12
63 commits to master branch, last one 2 years ago
zeke-xie
stable-weight-decay-regularization zeke-xie
6
59
mit
2
[NeurIPS 2023] The PyTorch Implementation of Scheduled (Stable) Weight Decay.
pytorch optimizer weight-decay deep-learning regularization stochastic-optimization
Created 2020-07-30
40 commits to master branch, last one about a year ago
pmocz
mcmc-python pmocz
7
41
gpl-3.0
3
Create Your Own Metropolis-Hastings Markov Chain Monte Carlo Algorithm for Bayesian Inference (With Python)
mcmc tutorial astrophysics markov-chain radial-velocities bayesian-statistics parameter-estimation scientific-computing stochastic-optimization
Created 2023-05-14
6 commits to main branch, last one about a year ago
tstran155
Optimization-of-building-energy-consumption tstran155
6
27
unknown
1
This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and multivariate) and use (1) Bayesian framework, (2) Pyomo packag...
hvac ipopt pymoo pyomo nsga-ii deterministic gurobi-solver sobol-indices building-energy cross-validation xgboost-regression bayesian-optimization nonlinear-optimization multivariate-regression probabilistic-inference stochastic-optimization latin-hypercube-sampling machine-learning-algorithms multi-objective-optimization genetic-optimization-algorithm
Created 2023-02-18
66 commits to main branch, last one 2 years ago
madupite
madupite madupite
1
25
mit
1
a High-Performance Distributed Solver for Large-Scale Markov Decision Processes (MDP) relying on Inexact Policy Iteration; for Python and C++
cpp mdp mpi ethz petsc python solver python3 nanobind mdpsolver optimization optimal-control policy-iteration dynamic-programming stochastic-optimization markov-decision-processes high-performance-computing stochastic-optimal-control
Created 2024-08-22
554 commits to main branch, last one 11 days ago