autogluon/autogluon-assistant
Multi-Agent System Powered by LLMs for End-to-end Multimodal ML Automation
This tool helps data scientists, machine learning engineers, and researchers automate the entire process of building machine learning models. You provide raw, diverse data (like images, text, or tables), and it automatically designs, trains, and optimizes a high-quality machine learning solution without manual steps. It's designed for practitioners who need to quickly get a working model from complex datasets.
257 stars. Available on PyPI.
Use this if you need to rapidly develop a machine learning model from raw, multimodal data and want to minimize manual effort in data preparation, model selection, and hyperparameter tuning.
Not ideal if you require fine-grained, manual control over every step of your machine learning pipeline or if your current environment is not Linux-based.
Stars
257
Forks
50
Language
Python
License
Apache-2.0
Category
Last pushed
Jan 30, 2026
Commits (30d)
0
Dependencies
36
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