Auto-Keras 自动搜索深度学习模型的网络架构和超参数

Auto-Keras 是一个开源的自动机器学习库。Auto-Keras 的终极目标是允许所有领域的只需要很少的数据科学或者机器学习背景的专家都可以很容易的使用深度学习。Auto-Keras 提供了一系列函数来自动搜索深度学习模型的网络和超参数。

安装:

pip install autokeras

样例:

import autokeras as ak
clf = ak.ImageClassifier()
clf.fit(x_train, y_train)
results = clf.predict(x_test)

官方网站:http://autokeras.com/
开源项目:https://github.com/jhfjhfj1/autokeras

Auto-Keras is an open source software library for automated machine learning (AutoML). The ultimate goal of AutoML is to allow domain experts with limited data science or machine learning background easily accessible to deep learning models. Auto-Keras provides functions to automatically search for architecture and hyperparameters of deep learning models.

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