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Transferred from: http://baojie.org/blog/2013/01/27/deep-learning-tutorials/A few good deep learning tutorials, with basic videos and speeches. Two articles and a comic book are attached. There are some additions later.Jeff Dean @ StanfordHttp://i.stanford.edu/infoseminar/dean.pdfAn introductory introduction to what DL
Reference (Reference)Do not know why not translated into a reference.shoplist = [‘apple‘,‘mango‘,‘carrot‘,‘banana‘]mylist = shoplistIn this case, MyList and Shoplist point to the same memory space. So what if you want to copy exactly one copy instead of quoting Shoplist?MyList = shoplist[:]Complete exampleslicing (Slice)Yesterday suddenly noticed the sequence of slices in front and back. Try it out, if it's a range of [3:2], then output an empty list. Of course [2:-1] This is no problem, 1 is me
best practices are still being developed.Looking to the futureNow we have learned about all aspects of deferreds and the core concepts behind twisted. This means that we have nothing to introduce, because the rest of twisted mainly includes specific applications such as network programming or asynchronous database processing. So, in the next section, we want to take a detour and see the other two using asynchronous i/ O's system is similar to what twisted has in mind. Then, at the end, we'll ma
The first is to learn @property's notes.#!/usr/bin/env python#-*-coding:utf-8-*-#@Time: 2017/5/14 22:18#@Author: 15407_000#@Site:#@File: Using @property.py#@Software: PycharmclassStudent (object): Score=10defGetscore (self):returnSelf.scoredefSetScore (self,value):if notisinstance (value,int):RaiseValueError ("score must be int") ifValue orvalue>100: RaiseValueError ("score must be 0~100") Self.score=valuePass Passs=student () S.
: https://www.python.org/, version selectable 3.6 or 2.71.2 Compilation Environment Pycharm: Https://www.jetbrains.com/pycharm, select the corresponding Community Edition (free, beginner recommended) or Pro versionAlternatively, you can use the Python-only compilation system idle without downloading. There are other third-party compiler programs such as Sublime Text3, eclipse,notepad++, etc.1.3 Anaconda,wxpython and other third-party integration libra
Bo friends, due to the continuous development of operation and maintenance related technology, personal ability is constantly improving, the daily accumulation of experience can not be updated to the previous blog post. Therefore, in order to better help you learn the operation and maintenance technology, specifically for the shell and Python scripting language summary of the document, this document will not periodically modify or add knowledge points
for larger applications. The with statement allows objects as files to being used in a-a-to-ensures they is always cleaned up promptly and correctly.Open("MyFile.txt"FFline, After the statement is executed, the file F are always closed, even if a problem were encountered while processing The lines. Other objects which provide predefined clean-up actions would indicate this in their documentation.The patience to read, probably to understand,Pre-defined ' end ' work, and then explained, some
address of the entire page that contains the picture, and the return value is a listImport reimport urllibdef gethtml (URL): page = urllib.urlopen (URL) html = page.read () return htmldef getimg (HTML): Reg = R ' src= "(. +?\.jpg)" Pic_ext ' Imgre = Re.compile (reg) imglist = Re.findall (imgre,html) return imglist html = gethtml ("http://tieba.baidu.com/p/2460150866") print getimg (HTML)Third, save the picture to a localIn contrast to the previous step, the core is to use the Urllib.urlretrieve
(Basic Python tutorial) learning notes | chapter 03rd | string
Chapter 2: Using strings
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Supported operations
Index slices add elements to delete elements update element search elements (check whether an element is a member of a sequence) sequence length maximum value minimum other built-in functions
>>> Website = 'HTTP: // www.python.org '>>> website
Toronto this year's deep learning courseware material):http://www.cs.toronto.edu/~rgrosse/csc321/calendar.htmlUFLDL Tutorial-ufldl (Stanford's deeplearning Introductory tutorial): Http://deeplearning.stanford.edu/wiki/index.php/UFLDL_TutorialDeep Learning Concise
Deep learning of wheat-machine learning Algorithm Advanced StepEssay background: In a lot of times, many of the early friends will ask me: I am from other languages transferred to the development of the program, there are some basic information to learn from us, your frame feel too big, I hope to have a gradual tutorial
Python quick tutorial and python tutorial
There is a quick python tutorial written by someone on the Internet, which is very good. It is much better than reading books. Click the link below
Http://www.douban.com/group/topic/30008
train a neural network in your navigator based on Universal JavaScript. Karpathy also wrote a Convnetjs introductory tutorial, as well as a concise browser demo project.Nine, MXNet. From Cxxnet, Minerva, purine and other projects of the developer's hand, mainly in C + + written. MXNet emphasizes the efficiency of memory usage and even the task of running image recognition on smartphones.Ten, Neon. Nervana Systems, a startup company, open source this
BP neural networks are not effective in image classification. Even on CNN, the results of CNN's experiments are still better than the traditional algorithms. Migration learning is very effective in the image classification problem. The operation time is short and the result is accurate, can solve the problem of fitting and data set too small well.
Through this project, we have gained a lot of valuable experience, as follows: Adjust the image to make
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
network in your navigator. Karpathy also wrote a Convnetjs introductory tutorial, as well as a concise browser demo project.Nine, MXNet. From Cxxnet, Minerva, purine and other projects of the developer's hand, mainly in C + + written. Mxnet emphasizes the efficiency of memory usage and even the task of running image recognition on smartphones.Ten, Neon. Nervana Systems, a startup company, open source this May, and in some benchmarks, neon, developed
Java" deep learning framework and the first commercial-level deep-learning open Source Library. Deeplearning4j, launched by Skymind in June 2014, uses DEEPLEARNING4J's many star companies such as Accenture, Chevrolet, and Bo's consulting and IBM.Deeplearning4j is a high-maturity,
, synchronization update related information, can be concerned about.
Course Homepage Link http://cs224d.stanford.edu/syllabus.html
Event
Date
Description
Course Materials
Lecture
Mar 30
Intro to NLP and deep learning
Suggested Readings: [Linear Algebra Review] [probability Review] [convex optimization Review] [more Optimization (SGD) Rev Iew] [from Frequency
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
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 lib
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