适用于Caffe的Python还是Matlab? [英] Python or Matlab for Caffe?

问题描述

我将研究DQN的实现以及来自Caffe的Google DeepMind的最新扩展.

I will be working on an implementation of DQNs and recent extensions from Google DeepMind in Caffe.

为此，我将编写一个模拟器(代替Atari模拟器)来为代理商创建培训体验.

For this I will write a simulator (in place of the Atari emulator) for creating training experiences for the agent.

我的问题是: 哪种Caffe的Matlab或Python接口是最成熟且功能最强大的?
在此任务的Python和Matlab之间进行选择时还有其他考虑事项吗?

My question is: Which of the Matlab or Python interfaces to Caffe is the most mature and well functioning?
Any other considerations for choosing between Python and Matlab for this task?

应该注意的是，我对Python开发的经验比对Matlab开发的经验要丰富得多(除了将其用作数学类的工具等)之外，但是与我合作的团队似乎大多使用Matlab.

It should be noted that I'm much more experienced with Python development than with Matlab development (apart from using it as a tool for math classes etc.), however a team I'm collaborating with seems to mostly use Matlab.

推荐答案

恕我直言，最好使用python与caffe进行接口.
根据我的理解，caffe开发人员和社区打算比使用matlab开发更多的python接口.一个这样的方向是允许仅使用python构建网络(根本不使用prototxt文件)，您可以看到这样的示例

IMHO, it is better to use python to interface with caffe.
From my understanding caffe developers and community intend on developing the python interface more than the matlab one. One such direction is allowing for a net to be constructed purely in python (not using prototxt file at all), you can see such an example in this question.

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