This is a automated machine learning (AutoML) package based on Keras. It aims at automatically search for the architecture and hyperparameters for deep learning models. The ultimate goal for this project is for domain experts in fields other than computer science or machine learning to use deep learning models conveniently.

Here is a short example for using the package.

import autokeras as ak

(x_train, y_train), (x_test, y_test) = mnist.load_data()
clf = ak.ImageClassifier()
clf.fit(x_train, y_train)
results = clf.predict(y_test)

For the repository on GitHub visit Auto-Keras on GitHub.

This package is developed by DATA LAB at Texas A&M University.