Repository Index

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

• ray
• distributed
• parallel
• machine-learning

A Python implementation of global optimization with gaussian processes.

• optimization
• gaussian-processes
• bayesian-optimization
• python

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

• genetic-algorithm
• pso
• particle-swarm-optimization
• tsp

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

• quantum
• machine-learning
• deep-learning
• neural-network

:sunglasses: A curated list of robotics libraries and software

• robotics-libraries
• multibody-dynamics
• simulation
• robotics

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

• optimization
• multi-objective-optimization
• nsga2
• nsga3

Optax is a gradient processing and optimization library for JAX.

• machine-learning
• optimization

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

• python
• genetic-algorithm
• optimization
• numpy

MLBox is a powerful Automated Machine Learning python library.

• machine-learning
• auto-ml
• kaggle
• deep-learning

A research toolkit for particle swarm optimization in Python

• particle-swarm-optimization
• optimization-tools
• pso
• global-optimization

OpenMDAO repository.

• nasa
• open-source
• framework
• openmdao

A Free and Open Source Python Library for Multiobjective Optimization

• optimization
• multiobjective
• evolutionary
• algorithm

Module for statistical learning, with a particular emphasis on time-dependent modelling

• machine-learning
• python
• point-process
• optimization

🎯 A comprehensive gradient-free optimization framework written in Python

• metaheuristics
• optimization
• optimization-algorithms
• python

Maze Applied Reinforcement Learning Framework

• reinforcement-learning
• python
• machine-learning
• simulation

OpenAeroStruct is a lightweight tool that performs aerostructural optimization using OpenMDAO.

• openmdao
• optimization
• aerodynamics
• open-source

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

• machine-learning
• python
• evolutionary-algorithms
• genetic-algorithm

Safe Bayesian Optimization

• gaussian-processes
• optimization
• robotics
• reinforcement-learning

麦当劳配餐决策 Skill｜1881 种搭配里算出三档最优解，并告诉你为什么不是另外那些。控卡、忌口、拼单 max-min 公平分配；LLM 不参与算钱，每个数字可追溯。

• ai-agent
• claude
• llm
• mcdonalds

A strongly-typed genetic programming framework for Python

• python
• ipynb
• genetic-programming
• framework