AmitDiwan has Published 10744 Articles

How can scikit-learn be used to convert an image from RGB to grayscale in Python?

AmitDiwan

AmitDiwan

Updated on 11-Dec-2020 10:47:34

2K+ Views

Scikit-learn, commonly known as sklearn is a library in Python that is used for the purpose of implementing machine learning algorithms.Conversion of an image from one color space to another is usually used so that the newly achieved color space can prove as a better input to perform other operations ... Read More

How can RGB color space be converted to a different color space in Python?

AmitDiwan

AmitDiwan

Updated on 11-Dec-2020 10:46:13

558 Views

Conversion of an image from one color space to another is usually used so that the newly achieved color space can prove as a better input to perform other operations on it. This includes separating hues, luminosity, saturation levels, and so on.When an image is represented using RGB representation, the ... Read More

How can Seaborn library be used to display a hexbin plot in Python?

AmitDiwan

AmitDiwan

Updated on 11-Dec-2020 10:45:07

2K+ Views

Seaborn is a library that helps in visualizing data. It comes with customized themes and a high level interface. This interface helps in customizing and controlling the kind of data and how it behaves when certain filters are applied to it.Hexagonal binning can be used in the analysis of bivariate ... Read More

How can factorplot be used in Seaborn to visualize data in Python?

AmitDiwan

AmitDiwan

Updated on 11-Dec-2020 10:43:49

1K+ Views

Seaborn is a library that helps in visualizing data. It comes with customized themes and a high level interface.The barplot function establishes the relationship between a categorical variable and a continuous variable. Data is represented in the form of rectangular bars where the length of the bar indicates the proportion ... Read More

How can Seaborn library be used to visualize point plots in Python?

AmitDiwan

AmitDiwan

Updated on 11-Dec-2020 10:42:46

164 Views

Seaborn is a library that helps in visualizing data. This interface helps in customizing and controlling the kind of data and how it behaves when certain filters are applied to it.With the help of bar plots, we can understand the central tendency of the distribution of data. The barplot function ... Read More

How can the countplot be used to visualize data in Python Seaborn Library?

AmitDiwan

AmitDiwan

Updated on 11-Dec-2020 10:41:45

277 Views

Seaborn is a library that helps in visualizing data. It comes with customized themes and a high-level interface.In previous plots, we plotted the entire dataset on the graph. With the help of bar plots, we can understand the central tendency of the distribution of data.The barplot function establishes the relationship ... Read More

How can bar plot be used in Seaborn library in Python?

AmitDiwan

AmitDiwan

Updated on 11-Dec-2020 10:40:36

148 Views

Seaborn is a library that helps in visualizing data. It comes with customized themes and a high level interface.In previous plots, we plotted the entire dataset on the graph. With the help of bar plots, we can understand the central tendency of the distribution of data.The barplot function establishes the ... Read More

How can every violin in a violin plot be split in Python Seaborn Library?

AmitDiwan

AmitDiwan

Updated on 11-Dec-2020 10:39:44

282 Views

Seaborn is a library that helps in visualizing data. It comes with customized themes and a high level interface.Violin plot is a combination of box plot with kernel density estimates (KDE). It is easier to analyse and understand how the data has been distributed. The wide portion of the violin ... Read More

Demonstrate the working of violin plots in Python?

AmitDiwan

AmitDiwan

Updated on 11-Dec-2020 10:38:41

152 Views

If we wish to compare the data present within categories, box plots come into play. It is a way in which the data distribution in the dataset can be understood with the help of quartiles. It consists of vertical lines that extend from the boxes. These extensions are known as ... Read More

How can box and whisker plot be used to compare the data in different categories in Python Seaborn?

AmitDiwan

AmitDiwan

Updated on 11-Dec-2020 10:37:32

316 Views

Seaborn library helps in visualizing data. It comes with customized themes and a high level interface.Scatter plots provide limited information, since they only tell us about the distribution of values within a given category of data. We need to use a different technique if we wish to compare the data ... Read More

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