MLE-Agent: Your intelligent companion for seamless AI engineering and research.

:love_letter: Fathers' love for Kaia :love_letter:

![](https://github.com/MLSysOps/MLE-agent/actions/workflows/lint.yml/badge.svg) ![](https://github.com/MLSysOps/MLE-agent/actions/workflows/test.yml/badge.svg) ![PyPI - Version](https://img.shields.io/pypi/v/mle-agent) [![Downloads](https://static.pepy.tech/badge/mle-agent)](https://pepy.tech/project/mle-agent) ![GitHub License](https://img.shields.io/github/license/MLSysOps/MLE-agent)

[📚 Docs](https://mle-agent-site.vercel.app/) | [🐞 Report Issues](https://github.com/MLSysOps/MLE-agent/issues/new) | 👋 Join us on Discord

## Overview MLE-Agent is designed as a pairing LLM agent for machine learning engineers and researchers. It is featured by: - 🤖 Autonomous Baseline: Automatically builds ML/AI baselines and solutions based on your requirements. - 🏅End-to-end ML Task: Participates in Kaggle competitions and completes tasks independently. - 🔍 [Arxiv](https://arxiv.org/) and [Papers with Code](https://paperswithcode.com/) Integration: Access best practices and state-of-the-art methods. - 🐛 Smart Debugging: Ensures high-quality code through automatic debugger-coder interactions. - 📂 File System Integration: Organizes your project structure efficiently. - 🧰 Comprehensive Tools Integration: Includes AI/ML functions

Agents

agent-starter-pack

MLE-agent