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Add front page badges in readme (#83)
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AnirudhDagar authored Nov 1, 2024
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# Autogluon Assistant

[![Python Versions](https://img.shields.io/badge/python-3.8%20%7C%203.9%20%7C%203.10%20%7C%203.11-blue)](https://pypi.org/project/autogluon-assistant/)
[![GitHub license](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](./LICENSE)
[![Continuous Integration](https://github.com/autogluon/autogluon-assistant/actions/workflows/lint.yml/badge.svg)](https://github.com/autogluon/autogluon-assistant/actions/workflows/lint.yml)

AutoGluon Assistant (AG-A) provides users a simple interface where they can input their data, describe their problem, and receive a highly accurate and competitive ML solution — without writing any code. By leveraging the state-of-the-art AutoML capabilities of AutoGluon and integrating them with a Large Language Model (LLM), AG-A automates the entire data science pipeline. AG-A takes AutoGluon’s automation from three lines of code to zero, enabling users to solve new supervised learning tabular problems using only natural language descriptions.

## Setup
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autogluon-assistant ./config ./data --output-filename my_output.csv --config-overrides "autogluon.predictor_fit_kwargs.time_limit=120 autogluon.predictor_fit_kwargs.verbosity=3 autogluon.predictor_fit_kwargs.presets=medium_quality llm.temperature=0.7 llm.max_tokens=256"
```

`autogluon-assistant-tools` provides more functionality and utilities for benchmarking, wrapped around autogluon-assistant. Please check out the [repo](https://github.com/autogluon/autogluon-assistant-tools/) for more details.
`autogluon-assistant-tools` provides more functionality and utilities for benchmarking, wrapped around autogluon-assistant. Please check out the [repo](https://github.com/autogluon/autogluon-assistant-tools/) for more details.

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