Infrastructure for evolutionary AI systems. GPU-accelerated, PyTorch-based optimization with an ecosystem of algorithm libraries, benchmarks, and tools.
- evolutionary-algorithms
- neuroevolution
- gpu-acceleration
- multi-objective-optimization
Repository Index
80,339 visible repositories in the index
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An object-oriented algebraic modeling language in Python for structured optimization problems.
- python
- optimization
- linear-programming
- mathematical-programming
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
- optimization
- julia
- modeling-language
- linear-programming
A fast and robust point cloud registration library
- point-clouds
- robotics
- optimization
- 3d-registration
Optax is a gradient processing and optimization library for JAX.
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 C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python, Matlab/Octave, Julia or Javascript
- optimization
- nonlinear
- derivatives
- code-generation
library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
PyPSA: Python for Power System Analysis
- python
- optimisation
- energy-system
- power-systems-analysis
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
Evolutionary multi-objective optimization platform
- evolutionary-algorithms
- multi-objective-optimization
- matlab
The Operator Splitting QP Solver
- optimization
- quadratic-programming
- convex-optimization
- machine-learning
Differentiable convex optimization layers
QuTiP: Quantum Toolbox in Python
- qutip
- python
- quantum-toolbox
- quantum
A library for differentiable nonlinear optimization
- differentiable-optimization
- robotics
- embodied-ai
- nonlinear-least-squares
The Classiq Library is the largest collection of quantum algorithms and applications. It is the best way to explore quantum computing software. We welcome community contributions to our Library 🙌
- quantum-algorithms
- quantum-software
- quantum-applications
- quantum-open-source
Physical Symbolic Optimization
- deep-learning
- machine-learning
- physics
- python
Linear optimization software
- parallel
- linear-optimization
- simplex
- high-performance
Vehicle Routing Open-source Optimization Machine
- optimization
- solver
- logistics
- tsp
Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.
- scientific-computing
- linear-algebra
- differential-equations
- sparse-systems
The open source Solver AI for Java and Kotlin to optimize scheduling and routing. Solve the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems.
- ai
- artificial-intelligence
- cvrp
- employee-scheduling
SU2: An Open-Source Suite for Multiphysics Simulation and Design
- cfd
- c-plus-plus
- simulation
- optimization
A web app for creating and simulating 2D geometric optical scenes, with a gallery of (interactive) demos.
- optics-simulation
- optics
- ray-optics
- geometric-optics
COIN-OR Interior Point Optimizer IPOPT
PyTorch Extension Library of Optimized Scatter Operations
- pytorch
- scatter
- segment
- gather