keras-team/autokeras
AutoML library for deep learning
This tool helps machine learning practitioners or researchers quickly build and train deep learning models without extensive knowledge of model architectures or hyperparameters. You provide your dataset (like images or text), and it automatically finds the best model for your task, outputting a trained model ready for predictions. This is ideal for those who want to apply deep learning but aren't deep learning specialists.
9,308 stars. Available on PyPI.
Use this if you need to build and train a deep learning model for tasks like image classification, text analysis, or structured data prediction, and want to automate the complex process of model selection and tuning.
Not ideal if you require fine-grained control over every aspect of your deep learning model's architecture and training process, or if you are working with extremely niche data types not commonly handled by standard deep learning paradigms.
Stars
9,308
Forks
1,409
Language
Python
License
Apache-2.0
Category
Last pushed
Nov 25, 2025
Commits (30d)
0
Dependencies
4
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