tensorflow visualization

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C # writing TensorFlow AI applications

C # writing TensorFlow AI applicationsTensorflowsharp get started using C # to write TensorFlow AI application learning.TensorFlow Brief Introduction TensorFlow is Google's second-generation machine learning system, according to Google, in some benchmarks, tensorflow performance is twice times faster than the first

Install Keras and Tensorflow-gpu on WINDOWS10

Installation Environment: Windows 64bit Gpu:geforce GT 720 python:3.5.3 Cuda:8 First download the Anaconda3 version of Win10 64bit and install the Python3.5 release. Because currently TensorFlow only supports Python3.5 for Windows. You can download the Anaconda installation package directly, there is no problem. (Tsinghua Mirror https://mirrors.tuna.tsinghua.edu.cn/anaconda/archive/) There are two versions of TensorFlo

Release TensorFlow 1.4

TensorFlow version 1.4 is now publicly available-this is a big update. We are very pleased to announce some exciting new features here and hope you enjoy it. Keras In version 1.4, Keras has migrated from Tf.contrib.keras to the core package Tf.keras. Keras is a very popular machine learning framework that contains a number of advanced APIs that can minimize the time between your creativity and your achievable implementation. Keras can be integrated

TensorFlow Introduction (II.)--Basic usage

TensorFlow: A graph is used to indicate that a calculation task is performed in the context of a conversation called a session using tensor to represent data through variables (Variable) to maintain state using FE Ed and fetch can assign or fetch data from any operation (arbitrary operation) TensorFlow is a programming system that uses diagrams to represent computational tasks. The node in the diagram is ca

Visualization tool solo show ----- processing prefuse show

After listing some software and plug-ins mainly developed based on Java in the previous article "visual tool solo show", I carefully figured out which ones can be used by me. After looking at the details, we are going to pick out the processing and prefuse generals to show their strength! (Note: gephi was not mentioned in the previous and current "solo show", but it does not mean that it is not a stream or grade. It is just a high-end and excellent visualiza

How to compile a demo running TensorFlow

1. Install the compilation tool Bazel, you can refer to the official tutorial. https://docs.bazel.build/versions/master/install-ubuntu.html 2. Configure the TensorFlow compilation environment Run the Configure file under the TensorFlow directory and configure it according to your environment. For example, the following: **root@fly-virtual-machine:/home/share/tensorf

7 Tools for Data visualization in R, Python, and Julia

7 Tools for Data visualization in R, Python, and JuliaLast week, some examples of creating visualizations with Htmlwidgets and R were presented. Fortunately, there is many more options available for creating nice visualizations. Tools and libraries exist for all your favorite languages. This post plans-provide a quick reference list of some of the possible options for creating data visualizations.PythonA full-purpose programming language, Python has n

The beauty of the visualization of Bloom data

Data visualization (visualization) is the manifestation of things, phenomena, etc. unseen by human beings in a way that human beings can see.In recent years, data visualization has become more and more important in various fields. Here are some Web sites that have data visualizations applied to them.1. The Internet mapWebsite: http://internet-map.net/

Gephi Visualization (ii)--GEPHI Toolkit Challenge Prefuse

Following the "Gephi Visualization (i)--using Gephi toolkit to create Gephi app" In the garden, this article provides a detailed introduction to Gephi Toolkit after using the Gephi Toolkit toolset for visual programming. Understanding how it works and how it differs from Gephi applications, Gephi Toolkit requirements for the platform, and finally, by comparing the visual Toolset Prefuse, lists the similarities between the two

Weather visualization in major cities of China

Remap is an R interface for interactive map visualization in Echarts, which allows you to visualize interactive maps directly using R code instead of writing JS code. This article will show you how to use the remap package to implement weather visualization for major cities nationwide.1 Preparation 1.1 Installing R and RstudioSee Basic part R1.2 Installing Remaplibrary(devtools)install_github(‘lchiffon/REma

The visualization of Vim

Reference Document: http://blog.csdn.net/ii1245712564/article/details/46960387First, comb the key knowledge for easy accessV (small v): Enter visualizationV (large V): Enter visual lineCtrl + V: Entering a visual blockThere are also some related operations that can be donedDelete selected textcModify selected textrReplace selected textIInsert before text is selectedAInsert after text is selectedguThe selected area is converted to lowercasegUSelect area to uppercaseg~Case-Sensitivity intermodulat

[Paper Interpretation] CNN Network visualization--visualizing and understanding convolutional Networks

OverviewAlthough the CNN deep convolution network in the field of image recognition has achieved significant results, but so far people to why CNN can achieve such a good effect is unable to explain, and can not put forward an effective network promotion strategy. Using the method of Deconvolution visualization in this paper, the author discovers some problems of alexnet, and makes some improvements on the basis of alexnet, so that the network achieve

tensorflow-related APIs

tensorflow-Correlation Apitensorflow Correlation function understanding Task Time: Unknown time Tf.truncated_normaltruncated_normal( shape, mean=0.0, stddev=1.0, dtype=tf.float32, seed=None, name=None)Function Description:Produces a truncated normal distribution random number, the value range is [mean - 2 * stddev, mean + 2 * stddev] .Parameter list: Name of parameter must-Choose type Descr

TensorFlow Official Edition Tutorial Chinese version

November 9, 2015, Google released the AI system TensorFlow and announced open source, the same day, the Geek College organization online tensorflow Chinese document translation. One months later, the 30 chapters of the document are all translated and proofread, on-line and provide e-book download, this document on-line for domestic and foreign use of Chinese learning te

Install the deep learning framework TensorFlow in Ubuntu

Install the deep learning framework TensorFlow in Ubuntu I recently learned about TensorFlow, a new open-source deep learning framework for Google. It was found that python 2.7.x is needed when installing it; I have been using CentOS for Linux before. While CentOS is not updated, the built-in Python is usually less than python2.6. In addition, many components in the system depend on python2.6, so you cannot

Using TensorFlow under Windows

The previous log (http://www.cnblogs.com/huidong/p/5426556.html) wrote how to install Docker under Windows and install TensorFlow on the VM.Every time you start a tensorflow under window, you have to be sure to start the VM every time. For example, my VM's name is Vdocker, so start it and the regenerate certificate needs to be used.$docker-Machinestart Vdocker$docker-machine regenerate-certs vdockerCheck th

"Go" really start from scratch, TensorFlow detailed installation of getting Started graphics tutorial! (To help you finish the hardest one from 0 to 1)

Ai This concept seems to suddenly fire up, the beginning of the big score to win Li Shishi Alphago success attracted a lot of attention, but in fact, look at your phone's voice assistant, face recognition on the camera, today's headlines to help you automatically filter out the news, as well as the major music software song "Daily Recommended" ... All kinds of AI have already entered all aspects of our lives. Profoundly affected us, it can be said, this is an AI era.In fact, at the end of last y

Visualization of specification information of ice cream color process

Compared to boiled water, ice cream is obviously more delicious (unless you have a strong resistance to sweets). So for your eyes, nature is also more want to "Eat ice cream"! In recent years, the emergence of various data visualization, information visualization, science knowledge, research reports, information charts to get rid of the previous single data text content, no longer cold and have their own "t

Python--matplotlib Drawing visualization practiced hand--line chart/bar chart

Recently learn matplotlib mapping visualization, feel more knowledge points, while learning side record.For data visualization, personal advice jupyter Notebook.1. First guide the package, set the environmentimport pandas as pdimport numpy as npimport sysreload(sys)sys.setdefaultencoding(‘utf-8‘)import matplotlib.pyplot as plt%matplotlib inline #使图片内嵌交互环境显示plt.rcParams[‘font.sans-serif‘]=[‘SimHei‘] #用来正常显示中

A staff at the meeting in five ways to achieve Python data visualization, show the Boss a face! __python

Data visualization is an important part of financial, financial, and other statistics work. In the early stages of the project, we often need exploratory data analysis to gain insight into the data. Python data visualization makes the process clearer, especially when dealing with large, high dimensional datasets. Matplotlib is a popular Python library that can help you build data

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