deep learning library

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Deep Learning Library finishing in various programming languages

Python1. Theano is a Python class library that uses array vectors to define and calculate mathematical expressions. It makes it easy to write deep learning algorithms in a python environment. On top of it, many classes of libraries have been built.1.Keras is a compact, highly modular neural network library that is desi

Deep Learning Library finishing in various programming languages

Source: http://www.teglor.com/b/deep-learning-libraries-language-cm569Python Theano is a Python library for defining and evaluating mathematical expressions with numerical arrays. It makes it easy-to-write deep learning algorithms in Python. The top of the Theano many mo

Deep Learning Library finishing in various programming languages

Mark, let's study for a moment.Original address: http://www.csdn.net/article/2015-09-15/2825714Python1. Theano is a Python class library that uses array vectors to define and calculate mathematical expressions. It makes it easy to write deep learning algorithms in a python environment. On top of it, many classes of libraries have been built.1.Keras is a compact,

MXNet Learning (1)---the most accessible deep learning open Source Library---installation and environment building

Installation Environment: Win 10 Professional Edition 64-bit + Visual Studio Community.Record the process of installing configuration mxnet in a GPU-equipped environment. The process uses Mxnet release's pre-built package directly, without using CMake compilation itself. Online has a lot of their own compiled tutorials, the process is more cumbersome, the direct use of the release package for beginners more simple and convenient.The reason for choosing mxnet is because I read the "Comparison of

Deep Learning Library packages Theano, Lasagne, and TensorFlow support GPU installation in Ubuntu

Deep Learning Library packages Theano, Lasagne, and TensorFlow support GPU installation in Ubuntu With the popularity of deep learning, more and more people begin to use deep learning t

Lasagne,keras,pylearn2,nolearn Deep Learning Library, in the end which strong?

bit, the Python-based library actually has a decaf , this is called more thoroughly than PYLEARN2 abandoned building stop development (escape do not know which home the strongest, only know pylearn2 the worst. It took about one months to learn, it was a nightmare, fortunately stopped development. First of all, Pylearn2 can also be ranked among them ... The main topic is Baidu has a hundreds of years ago, "experience post" it. Second, the main questi

python-Grey forecast Average house price trend Kera Deep Learning Library Introduction

###### #编程环境: Anaconda3 (64-bit)->spyder (python3.5)fromKeras.modelsImportSequential #引入keras库 fromKeras.layers.coreImportDense, Activationmodel= Sequential ()#Building a modelModel.add (Dense (12,input_dim=2))#Input Layer 2 node, hide layer 12 nodes (The number of nodes can be set by itself)Model.add (Activation ('Relu'))#Use the Relu function as an activation function to provide significant accuracy Model.add (Dense (1,input_dim=12))#dense hidden layer 12 node, output layer 1 node Model.compil

Introduction to mxnet Deep Learning Library

Introduction to mxnet Deep Learning LibraryAbstract: Mxnet is a deep learning library that supports languages such as C + +, Python, R, Scala, Julia, Matlab, and JavaScript; Support command and symbol programming; Can run on CPU,GPU, clusters, servers, desktops or mobile dev

Python Theano Package--deep Learning library--Installation

Preface : 工欲善其事, its prerequisite. Find deep learning data, found a python package:Theano. Then began to study, of course, the best information is the official website documents, did not find a better Chinese document, then recorded. Theano official website Tutorial. Deep learning tutorial:http://deeplearning.net/tutor

Cortex_m3_stm32 Embedded Learning Note (12): TFTLCD display (deep library function)

//Brownish red # Define gray 0x8430//GreyHere are some drawing functionsQuick Draw PointQuick Draw Point//x,y: coordinate//color: color void Lcd_fast_drawpoint (U16 x,u16 y,u16 color)Draw LineDraw line//x1,y1: Start coordinate//x2,y2: End coordinate void Lcd_drawline (U16 x1, U16 Y1, U16 x2, U16 Y2)Draw a rectangle and give the two endpoint coordinates on the diagonal of the rectangle.Draw rectangle void Lcd_drawrectangle (U16 x1, U16 Y1, U16 x2, U16 Y2)Draw a CircleDraws a specified size cir

Deep learning FPGA Implementation Basics 0 (FPGA defeats GPU and GPP, becoming the future of deep learning?) )

OPENCL.Theano, developed by the University of Montreal, is developing a gpuarray backend that provides informal support for OPENCL.DEEPCL, an OpenCL library developed by Hugh Perkins, is used to train convolutional neural networks.For those who have just come into this field and want to choose a tool, our advice is to start with Caffe because it is very common, supportive, and user-friendly. Using the Model Zoo L

Deep Learning (Deep Learning) Learning notes and Finishing _

Deep Learning notes finishing (very good) Http://www.sigvc.org/bbs/thread-2187-1-3.html Affirmation: This article is not the author original, reproduced from: http://www.sigvc.org/bbs/thread-2187-1-3.html 4.2, the primary (shallow layer) feature representation Since the pixel-level feature indicates that the method has no effect, then what kind of representation is useful. Around 1995, Bruno Olshause

[Deep Learning a MIT press book in preparation] Deep Learning for AI

learning and influenced our understanding of human perception, it Has revolutionized application areas such as speech recognition and image understanding.Pylearn2is a machine learning and deep learning library. A Live Online ResourceHttp://www.deeplearning.net/book/guidelin

Deep Learning Series-Preface: A good tutorial for deep learning

/~kevinduh/a/deep2014/ Then deeplearning 's official website, Inside good good things found themselves:http://deeplearning.net/ About learning deep learning tools, there seems to be a lot of (MATLAB version, C + + version, Python version and so on Deep learning

My view on deep learning---deep learning of machine learning

This afternoon, idle to nothing, so Baidu turned to see the recent on the pattern recognition, as well as the latest progress in target detection, there are a lot of harvest!------------------------------------AUTHOR:PKF-----------------------------------------------time:2016-1-20--------------------------------------------------------------qq:13277066461. The nature of deep learning2. The effect of deep

Learning notes TF053: Recurrent Neural Network, TensorFlow Model Zoo, reinforcement learning, deep forest, deep learning art, tf053tensorflow

Learning notes TF053: Recurrent Neural Network, TensorFlow Model Zoo, reinforcement learning, deep forest, deep learning art, tf053tensorflow Recurrent Neural Networks. Bytes. Natural language processing (NLP) applies the network model. Unlike feed-forward neural network (FN

. NET Deep Learning Notes (4): Deep copy and shallow copy (Deep copy and shallow copy)

Today continue to use the preparation of WSE security development articles free time, perfect. NET Deep Learning Notes series (Basic). NET important points of knowledge, I have done a detailed summary, what, why, and how to achieve. Presumably many people have been exposed to these two concepts. People who have done C + + will not be unfamiliar with the concept of deep

Deep Learning thesis notes (8) Latest deep learning Overview

Deep Learning thesis notes (8) Latest deep learning Overview Zouxy09@qq.com Http://blog.csdn.net/zouxy09 I have read some papers at ordinary times, but I always feel that I will slowly forget it after reading it. I did not seem to have read it again one day. So I want to sum up some useful knowledge points in my thesi

Deep Learning 11 _ Depth Learning UFLDL Tutorial: Data preprocessing (Stanford Deep Learning Tutorial)

theoretical knowledge : UFLDL data preprocessing and http://www.cnblogs.com/tornadomeet/archive/2013/04/20/3033149.htmlData preprocessing is a very important step in deep learning! If the acquisition of raw data is the most important step in deep learning, then the preprocessing of the raw data is an important part of

Deep Learning (10) Keras Learning notes _ deep learning

Keras Learning Notes Original address: http://blog.csdn.net/hjimce/article/details/49095199 Author: hjimce Keras and the use of Torch7 is very similar to the recent fire up the depth of the open source Library, the bottom is used Theano. Keras can be said to be a python version of Torch7, very handy for building a CNN model quickly. Also contains some of the latest literature of the algorithm, such as batch

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