Repository Index

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

• jax

Efficiently computes derivatives of NumPy code.

• autograd
• automatic-differentiation
• numpy
• 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

A PyTorch Library for Accelerating 3D Deep Learning Research

• pytorch
• 3d-deep-learning
• neural-networks
• differentiable-rendering

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

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

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

Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

• diffusion-models
• docking
• binding
• computational-biology

Brian is a free, open source simulator for spiking neural networks.

• python
• neuroscience
• science
• differential-equations

FiPy is a Finite Volume PDE solver written in Python

• scientific-computing
• scientific-computing-with-python
• phase-field
• materials-science

Solve automatic numerical differentiation problems in one or more variables.