TF-Slim蚁署、TFLearn便脊、Keras和TensorLayer都是嘗試簡化TensorFlow/Theano的工具,是對TensorFlow/Theano的高層封裝光戈,API實現(xiàn)更加的工程化哪痰。從1.0開始,TensorFlow官方支持Keras久妆,所以Keras會成為主流晌杰。
TF-Slim: A high level library to define complex models in TensorFlow.
鏈接:https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/slim
TFLearn: A deep learning library featuring a higher-level API for TensorFlow.
鏈接:http://tflearn.org/
Keras: A deep learning library for TensorFlow/Theano in Python. Convnets, recurrent neural networks, and more.
鏈接:https://keras.io/
TensorLayer: A deep learning and reinforcement learning library for TensorFlow.
鏈接:http://tensorlayer.readthedocs.io/en/latest/index.html
PS: 一個對比的討論:
https://www.zhihu.com/question/50030898/answer/119785042