# Ludwig (Uber)
> Ludwig is an open-source, declarative machine learning framework that allows users to build, train, and test deep learning models using a simple YAML configuration file. Originally developed at Uber and now part of the LF AI & Data Foundation, it is designed to simplify the machine learning pipeline for both technical and non-technical users.
- URL: https://optimly.ai/brand/ludwig-uber
- Slug: ludwig-uber
- BAI Score: 72/100
- Archetype: Challenger
- Category: Software/Technology
- Last Analyzed: April 10, 2026
## Competitors
- Autogluon Amazon (https://optimly.ai/brand/autogluon-amazon)
- Predibase (https://optimly.ai/brand/predibase)
## AI-Suggested Alternatives
- Coded Model Development (https://optimly.ai/brand/coded-model-development)
## Also Referenced By
- Hugging Face Autotrain (https://optimly.ai/brand/hugging-face-autotrain)