AutoKeras

AutoKeras is an open-source Python library for automated machine learning (AutoML). Built on top of TensorFlow and Keras, it enables users to quickly create predictive deep learning models for image, text, and structured data with minimal manual intervention. AutoKeras automates tasks such as model architecture search, feature preprocessing, and hyperparameter tuning, making it suitable for both research and production applications.

Features of AutoKeras:

• Efficiently handles tasks like image classification, text classification, and structured data regression.
• Automates neural network architecture search and hyperparameter tuning.
• Supports both CPU and GPU computation for large-scale datasets.
• Modular and flexible design allows integration of custom Keras models and pipelines.
• Lightweight, easy to install via pip, and integrates with other Python projects.
• Open-source, actively maintained, and widely used in AutoML workflows.

Usage Instruction, run:

# sudo su 
# cd /opt
# source /opt/autokeras/venv/bin/activate
pip show autokeras
 

Disclaimer: AutoKeras is released under the MIT License and maintained by the open-source community. Users are responsible for correct usage in their specific applications. The developers are not responsible for any consequences arising from its use. Always refer to the official AutoKeras documentation and GitHub repository for the most accurate and up-to-date information.