sberbank-ai-lab/LightAutoML
Sber AI Lab's AutoML framework that automates model creation for binary/multiclass classification and regression tasks.
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LightAutoML is an automated machine learning framework that handles the full ML pipeline including feature engineering, model selection, ensembling, and stacking. It supports gradient boosting and PyTorch backends and uses AutoWoE for creating interpretable whitebox models. The framework automates hyperparameter tuning and pipeline construction for tabular ML tasks.
Frequently asked
- What is sberbank-ai-lab/LightAutoML?
- Sber AI Lab's AutoML framework that automates model creation for binary/multiclass classification and regression tasks.
- Is LightAutoML open source?
- Yes — sberbank-ai-lab/LightAutoML is open source, released under the Apache-2.0 license.
- What language is LightAutoML written in?
- sberbank-ai-lab/LightAutoML is primarily written in Python.
- How popular is LightAutoML?
- sberbank-ai-lab/LightAutoML has 920 stars on GitHub.
- Where can I find LightAutoML?
- sberbank-ai-lab/LightAutoML is on GitHub at https://github.com/sberbank-ai-lab/LightAutoML.