Pyhton optimization libraries
Codes for the book "Julia Programming for Operations Research"
A Python implementation of global optimization with gaussian processes.
Bayesian Modeling and Probabilistic Programming in Python
Fast, flexible and easy to use probabilistic modelling in Python.
Inference in Bayesian Belief Networks using Probability Propagation in Trees of Clusters (PPTC) and Gibbs sampling
Source code for TOPSIS optimization algorithm in python
Companion webpage for the book "Bayesian Optimization" by Roman Garnett
Parameterising Simulated Annealing for the Travelling Salesman Problem
A research toolkit for particle swarm optimization in Python
CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained …
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
A Python-embedded modeling language for convex optimization problems.
PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.
A fast and differentiable model predictive control (MPC) solver for PyTorch.
Optimizing Dynamic Programming-Based Algorithms
Python implementation of Tabu Search (TB), Genetic Algorithm (GA), and Simulated Annealing (SA) solving Travelling Salesman Problem (TSP). Term project of Intelligent Optimization Methods, UCAS cou…
Accelerating Quadratic Optimization with Reinforcement Learning
A community based Python library for quantitative economics
A small package for solving finite-horizon, finite-state stochastic dynamic programs.
Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.
Evolutionary algorithm toolbox and framework with high performance for Python
A framework for single/multi-objective optimization with metaheuristics
An object-oriented algebraic modeling language in Python for structured optimization problems.
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
A Free and Open Source Python Library for Multiobjective Optimization