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mlopt is an AutoML library. Implementing some meta-heuristics optimization algorithms to generate fully trained and hyper parameterized ML models. The most used are Genetic Algorithm, PSO Algorithm and ACO Algorithm.

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Name		Name	Last commit message	Last commit date
Latest commit History 178 Commits
examples		examples
mlopt		mlopt
LICENSE.md		LICENSE.md
README.md		README.md
requirements.txt		requirements.txt

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MachineLearning-OPTimized-Algorithms

Here I will keep the Algorithms that I wrote, or cool examples with packages that I found on web.

Descriptions

mlopt/omodels contains the general usage optimized models
mlopt/optimizers contains the optimizers
mlopt/timeseries contains timeseries specific optimized models

Examples

Check the notebooks folder examples

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mlopt is an AutoML library. Implementing some meta-heuristics optimization algorithms to generate fully trained and hyper parameterized ML models. The most used are Genetic Algorithm, PSO Algorithm and ACO Algorithm.

pso-algorithm automl-algorithms ga-algorithm aco-algorithm

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Python 100.0%