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

LightAutoML Screenshot 1

Project Activity

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Categories

Natural Language Processing (NLP)

License

Apache License V2.0

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LightAutoML Web Site

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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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