Before processing, let's talk about data visualization.
Data Visualization-as the name suggests, it is a research on the visual representation of data. It presents data in other ways to make it more intuitive,
It is clearer and easier to analyze and process. common expressions such as wide-used histograms, tree charts, line charts, and pie charts are used in word.
The basic idea of data
AngularJS2 integrates with D3.js to implement custom visualization. angularjs2d3. js
This article describes how ANGULAR2 integrates with D3.js to implement custom visualization:
Target
Separation of presentation layer and logic layer
Data and visualization components separated
Two-way binding of data and views, real-time update
Clear code structure, easy
More and more data, enterprise data awareness is more and more strong, to do data analysis of the friends are more and more, especially in foreign countries, data visualization is also increasingly emerging, I believe many friends will have data analysis and visual resources, learning and other aspects of the needs, today I also to summarize and share, there are tools, sites, Have a learning Exchange platform for your friends to reference.
vi
Keras Introductory Lesson 5: Network Visualization and training monitoring
This section focuses on the visualization of neural networks in Keras, including the visualization of network structures and how to use Tensorboard to monitor the training process.Here we borrow the code from lesson 2nd for examples and explanations.
The definition of the front of the net
Background: Based on the huge demand for visualizations and cost factors, using the Pyecharts + Django visualization is clearly a better choiceVisualize to find: patterns, relationships, and anomaliesEnvironment: People with obsessive-compulsive disorder have always used the latest versiondjango:2.1.0python:3.x (Win10 is 3.7,ubuntu is 3.5)Operating system environment: WIN10 and Ubuntu1. Django Installation:Django is a free, open-source web framework d
How the data is clear, accurate, interactive, and visualized through data, will achieve these effects.Libraries needed for Python visualization: pandas,matplotlibRefer to the official tutorial: http://matplotlib.org/index.htmlScatter plot:Plot function: Plot (x, Y, '. ', Color (r,g,b))X, y,x axis and y-axis sequence; '. ', the size of the midpoint of the scatter plot; Color:rgb definition#-*-coding:utf-8-*-ImportPandasImportmatplotlibImportMatplotlib.
dimensionality reduction, what is dimensionality reduction, it is simply said that a number of feature fields with a few characteristics of the field, to facilitate the follow-up analysis of the data and 2-and 3-dimensional visualization. There are many methods to reduce dimension, such as principal component analysis, principal factor analysis, stochastic forest, decision tree, Lasso Regression and t-sne, in fact, dimensionality reduction can be unde
Python 2.7IDE Pycharm 5.0.3NumPy 1.11.0Matplotlib 1.5.1
This visualization data is provided by the machine learning Combat portrait (that is, the data is stolen and a little bit of the program is easier to read) preface
Visualization of data in TXT for analysis of requirements
you just need to know
The first column of data in each row is the flight mileage, the second column is playing the percentage of
In some scenarios, MongoDB has an irreplaceable advantage over traditional relational databases and NoSQL databases.For example, I recently needed to categorize a large collection of sites. The reality is that a site may have multiple tags at the same time, imagine Sina, it is both a portal site, is also a community site, or news, military popular sites. Traditional relational databases need to use a table to record these categories of tags, and using MongoDB will not have this problem, and filt
Visualization of1. SQL Server, try not to use PD. Dataframe.to_sql writing data is a problemHttps://download.microsoft.com/download/3/C/7/3C77BAD3-4E0F-4C6B-84DD-42796815AFF6/SSMS-Setup-CHS.exeDownload SQL Server Management Studio (SSMS) 17.3, install and use2. mysqlThe MySQL installation file includes a server and a visualizer, all installed and described in the MySQL blog.3. MongoDBinstallation files:Https://www.mongodb.com/download-center#productio
Trendalyzer is a information visualization software for animation of statistics The was initially developed by Hans Rosling ' s Gapminder Foundation in Sweden. In March it is acquired by Google Inc.. [1]the Current[when?] Beta version was a Flash application that's preloaded with statistical and historic Al data about the development of the countries of the world.The information visualization technique use
Description of Error Visualization summary problemWhen doing watermark work, the error between the original model and the watermark model needs to be measured. In order to see the error size more intuitively, the error can be visualized. is an example of a visual error, where the model on the left is the original Model A, the second line on the right is the approximate model of the original model given by an algorithm, and the third line on the right
control each prosthesis through a stepper motor. By adjusting the angle of the mirror, the reflected individual spot is combined into a pattern. This work was exhibited at the Shanghai World Expo in 2010 and is unforgettable.Three. Visualization of Invisible InformationSolarisThe United States lunar Module "Solaris" Device connects human brain waves with magnetic fluids that possess magnetism characteristics. Viewers wear devices that can analyze bra
Objective since looking at the two articles about Datav data use by the big god of mu sauce, I am also very preface want to use Datav artifact to make a data visualization work. After an afternoon of fighting, I succeeded from small white users to advance for the novice user, after (jiao) inspection (Xun) dare not to stash, specifically written down to share with you. This novice tutorial only attempts static data; API, database, SQL and other advan
This paper is based on the calculation and visualization of Gaussian curvature of triangular grid surface in the same mountain.Long time no code to write, recently computed triangular mesh surface Gaussian curvature practiced hand, and realized the Gaussian curvature visualization, review a little bit of differential geometry knowledge. Sometimes it is necessary to write the code yourself, debug run, combin
In the task list of the Baidu front-end Technical College There is a task that requires JavaScript to achieve a visual sorting algorithm, it is interesting to study a little bit, would like to achieve bubble sorting algorithm and fast sorting algorithm visualization, But the quick sort is a bit difficult to visualize, so it's time to give up.Bubble Sort PrincipleBubble sort we should all be strangers, right? A very simple two for loop can be implement
Python data visualization programming practice-import data, python practice
1. import data from a csv file
Principle: The with statement opens the file and binds it to object f. You don't have to worry about shutting down data files after operating the resources. The with context manager will help you. Then, the csv. reader () method returns the reader object, which traverses all rows of the read file.
1 #!/usr/bin/env python 2 3 import csv 4 5 fi
TabletIs a lightweight, high-performance graphical viewer for next-generation sequence assemblies and alignments DownloadTablet: Information computational sciences http://ics.hutton.ac.uk/tablet/download-tablet/ Tablet features: High-performance visualization and data navigation. Display of reads in both packed and stacked formats. File Format support for Ace, AFG, Maq, soap2, Sam, bam, FASTA, fastq, and gff3. Import gff3 features and quickly fi
Why do we need data visualization and how to use charts to tell stories? #
You often need to do data visualization, and then use PPT to persuade senior executives or make various decisions. Today we will share some PPT tips!
Tip: If you want to use a dispatch app to view your friends, please watch them on a Wi-Fi network. It will be slower to open the picture ~
First watch a data
density between the two variables and uses it to estimate its characteristicsBoxplot_1: Separate features between variables by speciesAndrews curves: Andrew Curve uses the properties of the sample as coefficients of the Fourier transformRadviz: Multivariate visualization, where each feature is displayed on a plane, and the sample is connected to the image by the dots on the circleParallel_coordinates multi-variable
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