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pro vyhledávání: '"Tarek Amr"'
Autor:
Tarek Amr
Integrate scikit-learn with various tools such as NumPy, pandas, imbalanced-learn, and scikit-surprise and use it to solve real-world machine learning problemsKey FeaturesDelve into machine learning with this comprehensive guide to scikit-learn and s
Feature selection plays an important role in the data mining process. It is needed to deal with the excessive number of features, which can become a computational burden on the learning algorithms. It is also necessary, even when computational resour
Externí odkaz:
http://arxiv.org/abs/1510.02892
Autor:
Tarek Amr, Rayna Stamboliyska
Your indispensable guide to mastering the efficient use of D3.js in professional-standard data visualization projects. You will learn what data visualization is, how to work with it, and how to think like a D3.js expert, both practically and theoreti
Autor:
Tarek Amr, Rayna Stamboliyska
Publikováno v:
Practical D3.js ISBN: 9781484219270
In the previous chapter, we discussed the basics of data visualization and dressed up an overview of structuring and designing such an object. In this chapter, we will extend that discussion and dive deeper in those matters as they will be your lifel
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9f9fba3b99dec6eef9bd5a6115c44282
https://doi.org/10.1007/978-1-4842-1928-7_2
https://doi.org/10.1007/978-1-4842-1928-7_2
Autor:
Tarek Amr, Rayna Stamboliyska
Publikováno v:
Practical D3.js ISBN: 9781484219270
In this chapter you will be introduced to more advanced layouts. First, you will learn how to create flexible force-directed graphs using the force layout in D3. You will learn the layout's different settings and how they can be used to alter your fo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::473179a67d85005d2f192ef81672f86b
https://doi.org/10.1007/978-1-4842-1928-7_8
https://doi.org/10.1007/978-1-4842-1928-7_8
Autor:
Rayna Stamboliyska, Tarek Amr
Publikováno v:
Practical D3.js ISBN: 9781484219270
This chapter introduces SVG Paths, and explains how you can use them in D3 to create any shapes you want. You will also learn about D3 Path Generators and how to use them to make the creation of paths easier.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9250a30cc1c7c1dab9d2f14d34f49e9e
https://doi.org/10.1007/978-1-4842-1928-7_6
https://doi.org/10.1007/978-1-4842-1928-7_6
Autor:
Rayna Stamboliyska, Tarek Amr
Publikováno v:
Practical D3.js ISBN: 9781484219270
In this chapter you are going to learn how to load data from external websites. More specifically, you learn how to transform the data between different formats and do some slicing and dicing to the data before visualizing it.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9fe656d1940a69b983e8a390f5b95972
https://doi.org/10.1007/978-1-4842-1928-7_9
https://doi.org/10.1007/978-1-4842-1928-7_9
Autor:
Rayna Stamboliyska, Tarek Amr
Publikováno v:
Practical D3.js ISBN: 9781484219270
So far, we discussed the best ways to visually think data. This chapter is a sort of a “data visualization FailCon.” FailCon is a conference for startup founders to learn from their own and others' failures and prepare for success. And, indeed, w
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4a7f7ce198c52ab161ff085620a26f1e
https://doi.org/10.1007/978-1-4842-1928-7_3
https://doi.org/10.1007/978-1-4842-1928-7_3
Autor:
Rayna Stamboliyska, Tarek Amr
Publikováno v:
Practical D3.js ISBN: 9781484219270
This chapter introduces you to D3 and some of its underlying technologies and standards, such as JavaScript and SVG. You will start by creating basic shapes using SVG, then see how D3 can help you make this process easier and more flexible.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::bb2791de4680fa4504d4264b4b41d560
https://doi.org/10.1007/978-1-4842-1928-7_5
https://doi.org/10.1007/978-1-4842-1928-7_5
Autor:
Rayna Stamboliyska, Tarek Amr
Publikováno v:
Practical D3.js ISBN: 9781484219270
In this chapter you will be introduced to layouts. D3 layouts are usually where most of the magic happens, as they can transform your data in different ways for you to be visualize later on. Layouts will be used here to create pie charts, treemaps, a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::37877af91e6a9254a1e1f971f3e495dc
https://doi.org/10.1007/978-1-4842-1928-7_7
https://doi.org/10.1007/978-1-4842-1928-7_7