Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
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SciPy library main repository
- python
- scipy
- algorithms
- closember
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
Distributed Evolutionary Algorithms in Python
Python framework for creating, editing, and running Noisy Intermediate-Scale Quantum (NISQ) circuits.
- nisq
- quantum-algorithms
- quantum-computing
- cirq
Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
- mesa
- agent-based-modeling
- agent-based-simulation
- simulation-framework
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.
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
- optimization
- multi-objective-optimization
- nsga2
- nsga3
PyWavelets - Wavelet Transforms in Python
- wavelets
- wavelet-transform
- signal-processing
- image-processing
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
A set of documented functions for simulating the performance of photovoltaic energy systems.
- solar-energy
- python
- renewable-energy
- renewables
Open-source GNSS + inertial navigation, sensor fusion simulator. Motion trajectory generator, sensor models, and navigation
- inertial-navigation-systems
- gnss
- gps
- imu
A research toolkit for particle swarm optimization in Python
- particle-swarm-optimization
- optimization-tools
- pso
- global-optimization
:spider_web: Gmsh for Python
- python
- pypi
- mesh-generation
- engineering
An open library for the analysis of molecular dynamics trajectories
- molecular-dynamics
- python
- mdtraj
- rmsd
Clinical Histopathology Imaging Evaluation Foundation Model
🎯 A comprehensive gradient-free optimization framework written in Python
- metaheuristics
- optimization
- optimization-algorithms
- python
A Python native dynamical system simulation framework in the block diagram paradigm.
- blockdiagram
- control-systems
- hierarchical-modeling
- nonlinear-dynamics
Python-centric Cookiecutter for Molecular Computational Chemistry Packages
- cookiecutter
- python-packages
- molecular-sciences
- conda-environment
A High-Level Abstraction Framework for Quantum Algorithms
Parsers and algorithms for computational chemistry logfiles
- python
- computational-chemistry
- quantum-chemistry
Quantum Computer Library for Everyone
- quantum
- python
- quantum-computing
- quantum-algorithms
OpenAeroStruct is a lightweight tool that performs aerostructural optimization using OpenMDAO.
- openmdao
- optimization
- aerodynamics
- open-source
Solve automatic numerical differentiation problems in one or more variables.