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Python Developer Skill Map

Python mappythonicdocopt Pocoo Werkzeug Click Flask Restful Jinja2 Restful Sphinx Txt2tags AsciiDoc Pelican MoinMoin Pygments Cli Docopt X/84 Twilio Urwid Ncurses IPython Ip[y]:nb Utf-8virtualenv Pyenv Pex Expert Pythonic PyPy Cython Psyco

Python data visualization, data mining, machine learning, deep learning common libraries, IDES, etc.

First, the visualization method Bar chart Pie chart Box-line Diagram (box chart) Bubble chart Histogram Kernel density estimation (KDE) diagram Line Surface Chart Network Diagram Scatter chart Tree Chart Violin chart Square Chart Three-dimensional diagram Second, interactive tools Ipython, Ipython Notebook plotly Iii. Python IDE Type Pycharm, specifying a Java swing-based user interface PyDev, SWT-based

Python's simple tutorial for data analysis _python

(Array ([-1.12817385, 1.07053437,-65.81425599,-4.564575, 6.17156198]), array ([2.62704721e-01, 2.87680340e-01, 4.15643528e-70, 1.83764399e-05, 2.82461897e-08]) The first array is the T statistic, and the second array is the corresponding P value. Visualization of Python has many visual modules, the most popular of which is the Matpalotlib library. With a little mention, we can also select Bokeh and Seaborn modules. In the previous blog p

Usage of numpy matrix and multi-dimensional array in python, pythonnumpy

., 0 ., 2.]), array ([[9 ., 3 ., 2 ., 4.], [3 ., 9 ., 7 ., 7.])] np. output of heat map (a, (3, 4): [array ([9 ., 7 ., 9.], [5 ., 3 ., 3.]), array ([[6.], [1.]), array ([[7 ., 2 ., 1 .,..., 3 ., 2 ., 4.], [7 ., 5 ., 0 .,..., 9 ., 7 ., 7.])] Functions that implement similar functions include: Heatmap, vsplit, array_split 8. Multi-dimensional array copying A = np. arange (12) Output: array ([0, 1, 2 ,..., 9, 10, 11]) not copy at all B = AB is a # Trueb

Paper Notes "Fully convolutional Networks for Semantic Segmentation"

"Fully convolutional Networks for Semantic segmentation", CVPR best paper,pixel level, Fully supervised.The main idea is to change CNN to FCN, input an image directly on the output to get dense prediction, that is, each pixel belongs to the class, thus obtaining a end-to-end method to achieve image semantic segmentation.We already have a CNN model, first of all connected to CNN as a convolution layer, convolution template size is the size of the input feature map, that is, the whole connected ne

Page Diagram Highcharts Practice tutorials outside the layer chart area

area and the plot area. Chart elements such as headings and legends are often distributed in this area. This section explains the settings for the outer chart area in detail.Highcharts Basic settings for the outer chart areaThe basic settings for the outer chart area include the chart type, the HTML element where the chart area resides, and the width and high properties of the outer chart area. These properties are explained in turn below.1. Chart TypeIn Highchart, each chart is implemented by

Chart area of the Highcharts Practical tutorial for Web page diagram

between the chart area and the plot area. Chart elements such as headings and legends are often distributed in this area. This section explains the settings for the outer chart area in detail.Page diagram highcharts Basic settings for the outer chart areaThe basic settings for the outer chart area include the chart type, the HTML element where the chart area resides, and the width and high properties of the outer chart area. These properties are explained in turn below.1. Chart typeIn Highchart

3D "ELASTIC" layout based on HTML5 WebGL

('edge. color', 'rgba (0, 0, 0, 0 )'); Dm. add (edge); return edge; }; Plug: We can also in the industry with HeatMap hot map on the article, the effect is still very dazzling, the specific address http://hightopo.com/guide/guide/plugin/forcelayout/examples/example_heatmap3d.html After drawing all the images on the interface, only the form is left. First, add the form to the HTML page, using the HT. widget. FormPane function encapsulated by ht:

Market research and consumer perception analysis with R

Double plotting# PCA双标图biplot(airline.pc,main="PCA双标图",cex=c(0.5,1),xlim=c(-0.06,0.04))Data aggregation# 我们可以用之前介绍的`dplyr`包中的各种函数,以及使用之前讲到的管道操作`%>%`让代码更易读:# 选取其中的问卷调查项和航空公司因子信息# 即删除ID项airline.mean## Observations: 3## Variables: 16## $ Airline Double plotting of PCA results after aggregation# 聚合后PCA结果双标图airline.mean.pcVisualization of# 将航空公司设置成行名称然后将对应的字符列删除row.names(airline.mean)airline.meanExploratory factor analysis (EFA)获取抽样调查中问题之间的构造结果是一个因子矩阵,其目标是使一小部分变量对应较高的因子载荷,其余的因子载荷都很低为什么用因子分析

Why did you finish the project management book or do you not have a team?

know which members like to delve into the details? Don't you want to know which members are easy to get through team dynamics (the term "team Dynamics" is the first concept proposed by K.lewin in the 1930 's, the main purpose of which is to explain all the interaction and behavior of group members within the group, and the motivation of the group means that the group itself is also a process of motivation and development) To be motivated by management?As an example of the real world, if there i

Http://www.cnfunfly.com/bbs/forumdisplay.php? FID = 41

Http://www.cnfunfly.com/bbs/forumdisplay.php? FID = 41 Http://jandan.net/pic#comment-1697707 Ext. ajax. request ({ URL: '/credit/data/heatmap/heatmapbaseconfig. xml', Params :{}, success: function (response) { var text = response. responsetext; heatmapxml = text; scenestransform. start (databuildmodule, interfacebuildmodule, treemapbuildmodule, scenestransform, true); }, failure: function (response, options) { alert (Response + options ); } h

Dockable control in C #

= _ pointlast = pointtoscreen (new point (e. x, E. y); _ size = parent. clientsize; // ensure delegates are calledbase. onmousedown (E);} protected override void onmousemove (mouseeventargs e) {// cursor depends on if we a vertical or horizontal resizeif (this. dock = dockstyle. top) | (this. dock = dockstyle. Bottom) This. cursor = cursors. heatmap; elsethis. cursor = cursors. vsplit; // can only resize if we have captured the mouseif (this. capture

Common buttons and syntaxes in Multiple Programming Languages

I often switch back and forth between programming languages. I always want to know what will happen if different syntaxes are used. Will this or other syntaxes make you clearer and write programs faster. I don't know whether it will happen, but I know what keys need to be typed when different programming languages are used. This may be interesting for those who decide to choose a programming language. This is also the old question "which language should I learn ?" . As far as I know, speech with

Free tools for collecting Website user behavior

generate heatmap, so that you can see click hot zones intuitively. However, we regret that there is no free trial now, but the previously registered account can continue the free trial. Finally, let's talk about moving the mouse track. The previous practice was to use screen recording software to record user operations, but this is not called "implicit mining". Here we will introduce userfly.com and embed it into Js.CodeYou can play back the user's

30-day agile results (1): overall understanding of the agile getting result Method

, and life mainly includes the following hot topics: Spirit mind Body Emotion emotions Professional career Financial Interpersonal Relationship relationships Fun Heatmap is a visual form that shows important things in our lives. These things may cause some pain and opportunities. You can think of the heat map as a personal project, and then simply list the most important activities of the project. A heat map is like a c

R language Learning-line drawing

A line chart is a way to reflect a change in the trend, and its input data is generally a matrix.Single line DiagramSuppose there is such a matrix, the first column of the transcription starting site and its upstream and downstream 5 KB area, the second column h3k27ac decorated in these areas of abundance, want to draw a line chart display.Profile= "Pos; h3k27ac-5000;8.7-4000;8.4-3000;8.3-2000;7.2-1000;3.60;3.61000;7.12000;8.23000;8.44000;8.55000;8.5 "Read in DataProfile_text And then start draw

CentOS 7 installs Gitlab 8-6 Chinese Edition tutorial

Rake 10.5.0Installing Cfpropertylist 2.3.2Installing Redcloth 4.2.9 with native extensionsInstalling Ace-rails-ap 2.0.1Installing i18n 0.7.0Using JSON 1.8.3Installing Minitest 5.7.0Installing Thread_safe 0.3.5Installing builder 3.2.2Installing Erubis 2.7.0Installing Mini_portile2 2.0.0Installing Rack 1.6.4Installing Mime-types 1.25.1Installing Arel 6.0.3Installing Activerecord-deprecated_finders 1.0.4Installing Thor 0.19.1Installing addressable 2.3.8Installing Akismet 2.0.0Installing allocation

Python Data Analysis I

) # # Heatmap Fig.add_subplot (335) from matplotlib import cm data = Np.random.rand (5, ten) CMap = cm. Blues map = plt.imshow (data, interpolation= ' nearest ', Cmap=cmap, aspect= ' auto ', vmin=0, vmax=1) # 3D from mpl_to Olkits.mplot3d import Axes3d ax = Fig.add_subplot (336, projection= "3d") Ax.scatter (1, 1, 3, s=100) # # Hot Map Fig.add_subplot (313) def f (x, Y): Return (1-x/2 + x * * 5 + y * * 3) * NP.EXP (-X * * * 2-y * 2) n = 256 x =

R Linguistic Multivariate Analysis series

sample individually as a class, and then merges the nearest of the different classes, and then recalculates the distance between classes. This process continues until all samples are grouped into one category. There are six different methods for calculating the distance between classes, namely the shortest distance method, the longest distance method, the class average method, the center of gravity method, the middle distance method, and the deviation squared sum method.Below we useIrisDatasets

Basic use of Echarts: histogram, line chart, pie chart, etc.

: Title Componentb) ToolTip: Prompt Box componentc) Legend: Legend component, showing different series of tags (symbol), color and named) Xaxis: The x axis in the rectangular coordinate system grid, where a single grid component can only be placed up to two X axes.e) YAxis: the y axis in a rectangular coordinate system grid, where a single grid component can only be placed about two Y axes.F) Series: Series list. Each series determines its own chart type by type.Series[i]-line ——-Line ChartSerie

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