Platypus

Optimizer

A Python library for multiobjective optimization algorithms and analysis tools.

A Free and Open Source Python Library for Multiobjective Optimization

GitHub

579 stars
19 watching
152 forks
Language: Python
last commit: 3 months ago
Linked from 1 awesome list

algorithmevolutionarygeneticmultiobjectiveoptimizationpython

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
100/solid A comprehensive framework for solving optimization problems without gradient calculations. 575
gugarosa/opytimizer An optimization library based on nature-inspired meta-heuristic algorithms. 609
matthewpeterkelly/particleswarmoptimization An optimization algorithm implementation in Matlab. 83
hchasestevens/monkeys A Python framework for using genetic programming to solve problems and optimize solutions 122
python-adaptive/adaptive A Python library that streamlines the process of optimizing mathematical functions by intelligently selecting key points in parameter space for efficient parallel evaluations. 1,168
moskomule/eve.pytorch An implementation of an optimization algorithm inspired by a 2016 research paper 33
atgambardella/pytorch-es An implementation of an optimization algorithm for training neural networks in machine learning environments. 351
cma-es/pycma An optimization algorithm implementation in Python 1,123
adgefficiency/energy-py-linear A Python library for optimizing energy assets using mixed-integer linear programming to balance electricity and heat demand. 90
pybop-team/pybop Tools and methods for parameterizing and optimizing battery models using Bayesian and frequentist approaches 79
project-pareto/project-pareto An optimization framework for managing produced water and its beneficial reuse 18
nnaisense/evotorch An evolutionary computation library built on top of PyTorch for solving optimization problems in various fields. 1,026
locuslab/optnet A PyTorch module that adds differentiable optimization as a layer to neural networks 517
roberttlange/evosax An evolution strategy optimization library built on top of JAX and XLA for high-throughput acceleration 514
gregs1104/pgtune A tool that configures PostgreSQL to optimize its performance based on system resources and workload characteristics. 1,054