LightAutoML

LightAutoML is an automated machine learning (AutoML) framework optimized for efficient model training and hyperparameter tuning, focusing on both tabular and text data.

Features

Provides automatic feature engineering and selection
Supports tabular, NLP, and time-series data modeling
Includes multi-modal training for combining different data types
Optimized for low-resource hardware with efficient computations
Works with PyTorch and CatBoost for model training
Open-source with enterprise-grade performance

Project Samples

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License

Apache License V2.0

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Natural Language Processing (NLP) Tool

Registered

2025-01-23

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