用于 Caffe 的 Python 或 Matlab? [英] Python or Matlab for Caffe?

问题描述

我将致力于在 Caffe 中实现 DQN 和来自 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:Caffe 的 Matlab 或 Python 接口中哪个最成熟且运行良好?
为此任务在 Python 和 Matlab 之间进行选择还有其他考虑吗?

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，我在 Python 开发方面比在 Matlab 开发方面更有经验(除了将其用作数学课程等的工具)，但是与我合作的团队似乎主要使用 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，用python和caffe接口更好.
据我了解，caffe 开发人员和社区打算开发 python 接口而不是 matlab 接口.一个这样的方向是允许纯粹在 python 中构建网络(根本不使用 prototxt 文件)，你可以看到这样一个例子 在这个问题中.

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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