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

Project Activity

See All Activity >

License

Apache License V2.0

Follow LightAutoML

LightAutoML Web Site

Other Useful Business Software

Cut Data Warehouse Costs by 54%

Easily migrate from Snowflake, Redshift, or Databricks with free tools.

BigQuery delivers 54% lower TCO with exabyte scale and flexible pricing. Free migration tools handle the SQL translation automatically.

Start Free

Rate This Project

User Reviews

Be the first to post a review of LightAutoML!

Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Natural Language Processing (NLP) Tool

Registered

2025-01-23

Similar Business Software

LM-Kit.NET

LM-Kit.NET is a complete local AI runtime for .NET that lets engineering teams ship AI-powered features without cloud dependencies, per-token costs, or data leaving the network. Most .NET AI integrations stop at inference. LM-Kit.NET covers the full range of capabilities production...

See Software
Google AI Studio

Google AI Studio is a unified development platform that helps teams explore, build, and deploy applications using Google’s most advanced AI models, including Gemini 3.5. It brings text, image, audio, and video models together in one interactive playground. With vibe coding, developers can use...

See Software
kama.ai

A Responsible AI Agent platform providing accurate, accountable, and safe AI for your organization. As a Composite (hybrid) platform, it combines Knowledge Graph AI, governed Generative AI, and Intelligent Automation technologies. This combination gives you trusted answers that are accurate...

See Software
Google Cloud Natural Language API

Get insightful text analysis with machine learning that extracts, analyzes, and stores text. Train high-quality machine learning custom models without a single line of code with AutoML. Apply natural language understanding (NLU) to apps with Natural Language API. Use entity analysis to find and...

See Software
GPT-4

GPT-4 (Generative Pre-trained Transformer 4) is a large-scale unsupervised language model, yet to be released by OpenAI. GPT-4 is the successor to GPT-3 and part of the GPT-n series of natural language processing models, and was trained on a dataset of 45TB of text to produce human-like text...

See Software
Alegion

Alegion is the data labeling solution for enterprise-grade Machine Learning. We lead the industry in streaming, high-resolution, high-density video annotation, delivering accurately-annotated, model-ready data to train and validate ML models. Alegion provides both the platform and workforce to...

See Software

Report inappropriate content

LightAutoML

Fast and customizable framework for automatic ML model creation

Get an email when there's a new version of LightAutoML

Features

Project Samples

Project Activity

Categories

License

Follow LightAutoML

User Reviews

Additional Project Details

Operating Systems

Programming Language

Related Categories

Registered