Evolutionary.jl
SpaceDrones
Evolutionary.jl | SpaceDrones | |
---|---|---|
2 | 1 | |
319 | 4 | |
- | - | |
3.8 | 7.8 | |
11 months ago | 8 months ago | |
Julia | Python | |
GNU General Public License v3.0 or later | MIT License |
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Evolutionary.jl
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Genetic algorithm for image recognition, identification, classification
Evolutionary.jl seems to be well written with very good examples. However, the examples are based on data that is simpler than images.
- Solving a system of 15 highly nonlinear equations in C# then doing a genetic algorithm.
SpaceDrones
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SpaceDrones: A simple learning environment for genetic optimization
Github: https://github.com/kaifishr/SpaceDrones
What are some alternatives?
Coluna.jl - Branch-and-Price-and-Cut in Julia
vizier - Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
RocketLander - A simple framework equipped with optimization algorithms, such as reinforcement learning, evolution strategies, genetic optimization, and simulated annealing, to enable an orbital rocket booster to land autonomously.
GeneticAlgorithmPython - Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
TorchGA - Train PyTorch Models using the Genetic Algorithm with PyGAD
evotorch - Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
zoofs - 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.