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Theano-0.5.0
- theio 深度学习重要的编程软件之一，亦可用于类似的环境建立。-theio deep learning one of the important programming software can also be used in a similar environment to establish.
DeepLearningTutorials-master
- 深入学习是机器学习研究的一个新领域,已介绍了移动机器学习的目标更接近原来的目标之一:人工智能。深度学习学习多个水平的代表性和抽象,帮助理解数据(如图像、声音和文字。本文提供的教程将向您介绍一些最重要的深度学习算法,还将向您展示如何使用Theano运行它们。Theano是一个python库,使写作深度学习模型简单,并提供培训在GPU的选项。-run them using Theano. Theano is a python library
MNIST_theano
- 利用theano库完成MNIST手写识别，包括稀疏自编码机，多层感知机，卷积神经网络-using the theano to complete the handwriting congnization in MNIST ,include Denoising AutoEncoder,MLP,Convolution Neutral Network.
DeepLearningTutorials-master
- DeepLearningTutorials-master 深度学习的 theano 代码-DeepLearningTutorials-master depth study of theano Code
CNN_LeNet
- LeNet5 trainning algorithm based on Theano. Require NumPy, Matplotlib and Theano 0.7
Theano
- Theano的资料及本人成功安装的说明，包括了Theano的说明文档和机器学习的文档-Descr iption of Theano and the process of install Theano in python by myself
DeepLearningTutorials-master-theano
- theano官网deep learning教程的python源码，包括所用的数据集。-theano official website of deep learning tutorial python source code, including the use of data sets.
CNN
- 此代码是对卷积神经网络用于手写字体识别的实现，程序是基于theano库开发的，并且用到了集成化模块keras,方便我们构建自己的网络结构，很好的解决分类问题-This code is the convolution neural network for handwritten character recognition, the program is based on the theano library development, an
cws_theano-master
- 中文分词在theano的deep learning的运用,-chinese word segmentetion
ghsc268694131218071
- Neural-Nets-Theano: Neural nets expandable code to play with, built with Python and Theano.
theano
- theano的基础文档，现在深度学习很火，利用theano可以简单实现深度学习里面的相关算法，本文档是学习theano的基础-theano foundation document, now deep learning is the fire, you can simply use theano achieve deep learning inside the correlation algorithm, this document is
convolutional_mlp
- 多层前向卷积神经网络Python代码。Theano的CNN代码-CNN，Convolutional Neural Network,multiple feedback convolution neural cetwork,Python code
keras-master
- 最近一直在用keras，说点个人感受。 1、keras根植于python及theano，人气比较旺。 2、提供较为上层的框架，搞个深度学习的原型非常方便。 3、更新很快，我记得几个月前还没有multi-task的能力，最近再查就提供了graph的对象。 4、最重要的，文档很全。这点超过其它类似的基于theano的框架（Lasagne, Opendeep, Blocks）-Keras is a high-level neu
soundnet theano
- convolutional nets to extract sound features
FaceRecognition_CNN(olivettifaces)
- 将CNN应用于人脸识别的流程，程序基于Python+numpy+theano+PIL开发，采用类似LeNet5的CNN模型，应用于olivettifaces人脸数据库，实现人脸识别的功能-CNN is applied to the process of face recognition. The program is based on Python+ numpy+ theano+ PIL development, and uses CN
Scripts
- python实现卷积层的前向后向传播过程(deep learing use java)
insuranceQA-cnn-lstm-master
- 这是一个保险语料的一个简单的问答系统，采用cnn和lstm分别进行试验，分别验证效果的改变，文件包括两个版本，tensorflow和theano。(This is a simple question answering system for insurance corpus, which is tested by CNN and LSTM respectively, and the results are verified separa
数字识别
- python的keras调用theano创建cnn识别minist手写数字(use keras of python to create cnn to recognize digit wrote by hand)
程序源码
- 基于CNN的手势识别，可识别五种手势，拳头，手掌，比V，OK，还有空。要求环境：opencv，keras，theano，python2.7(CNN based gesture recognition can identify five kinds of gestures, fist, palms, than V, OK, and empty. Requirements for the environment: opencv, keras
机器学习
- mxnet是cxxnet的下一代，目前实现了cxxnet所有功能，但借鉴了minerva/torch7/theano，加入更多新的功能。