Auto-Keras is an open source software library for automated machine learning (AutoML). It is developed by DATA Lab at Texas A&M University and community contributors. The ultimate goal of AutoML is to provide easily accessible deep learning tools to domain experts with limited data science or machine learning background. Auto-Keras provides functions to automatically search for architecture and hyperparameters of deep learning models.
We can create deep learning models in just 4 lines of code :
import autokeras as ak clf = ak.ImageClassifier() clf.fit(x_train, y_train) results = clf.predict(x_test)
Simple right ? The preview version has been released and awaiting for its final official release.
I’m damn sure that this will make the newbies in DeepLearning to make their hands wet by creating complex deep learning models at ease.