sb-ai-lab/LightAutoML
AutoML framework that automates machine learning model creation and pipeline construction.
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LightAutoML is a Python framework for automated machine learning that handles tabular, time series, image, and text data. It provides ready-to-use presets for quick ML model building as well as customizable pipeline components. Users can either use simplified high-level APIs to generate models with minimal code or construct custom AutoML pipelines from pre-built blocks for fine-grained control over model selection, feature engineering, and ensemble methods.
Frequently asked
- What is sb-ai-lab/LightAutoML?
- AutoML framework that automates machine learning model creation and pipeline construction.
- Is LightAutoML open source?
- Yes — sb-ai-lab/LightAutoML is open source, released under the Apache-2.0 license.
- What language is LightAutoML written in?
- sb-ai-lab/LightAutoML is primarily written in Python.
- How popular is LightAutoML?
- sb-ai-lab/LightAutoML has 1.5k stars on GitHub.
- Where can I find LightAutoML?
- sb-ai-lab/LightAutoML is on GitHub at https://github.com/sb-ai-lab/LightAutoML.