blobcity/autoai
Python based framework for Automatic AI for Regression and Classification over numerical data. Performs model search, hyper-parameter tuning, and high-quality Jupyter Notebook code generation.
This tool helps data professionals quickly build, evaluate, and deploy machine learning models for forecasting numerical values or categorizing data. You provide a dataset (like a CSV, Excel file, or Pandas DataFrame) with a target column, and it automatically selects the best model, tunes its settings, and outputs production-ready code. It's designed for data analysts, business intelligence specialists, or anyone needing to apply AI to numerical data without deep machine learning expertise.
186 stars. No commits in the last 6 months.
Use this if you need to rapidly create a classification or regression model from numerical data and get executable code to integrate it into your workflows.
Not ideal if your data is primarily text, images, or other unstructured formats, or if you need granular control over every aspect of model architecture and training.
Stars
186
Forks
46
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 25, 2025
Commits (30d)
0
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