Package python3-niaaml

Python automated machine learning framework

https://github.com/firefly-cpp/NiaAML

NiaAML is a framework for Automated Machine Learning based on nature-inspired
algorithms for optimization. The framework is written fully in Python. The name
NiaAML comes from the Automated Machine Learning method of the same name. Its
goal is to compose the best possible classification pipeline for the given task
efficiently using components on the input. The components are divided into
three groups: feature selection algorithms, feature transformation algorithms
and classifiers. The framework uses nature-inspired algorithms for optimization
to choose the best set of components for the classification pipeline, and
optimize their hyperparameters.

Version: 2.2.0

General Commands

niaaml niaaml – a command line interface for NiaAML
niaaml-infer niaaml-infer – use an optimized NiaAML pipeline to make predictions
niaaml-optimize niaaml-optimize – optimizes a NiaAML pipeline on a given dataset