Rishikesh Kumar Rishi has Published 1162 Articles

Change values on matplotlib imshow() graph axis

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 16-Mar-2021 10:21:58

3K+ Views

First, we can initialize an array matrix and pass it into the imshow method that can help to get the image for the given matrix.StepsCreate a 2D Array i.e., img.Using imshow() method, display the data as an image, i.e., on a 2D regular raster.Use plt.show() method to show the figure.Exampleimport ... Read More

How to generate random colors in Matplotlib?

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 16-Mar-2021 10:21:32

2K+ Views

To make a custom color, we can create a hexadecimal string. From it, we can make different sets of color representation and can pass into the scatter method to get the desired output.StepsTake an input from the user for the number of colors, i.e., number_of_colors = 20.Use Hexadecimal alphabets to ... Read More

How to give a Pandas/Matplotlib bar graph custom colors?

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 16-Mar-2021 10:19:16

3K+ Views

To make a custom color, we can create a hexadecimal string. From it, we can make different sets of color representation and can pass them into the scatter method to get the desired output.Using the set_color method, we could set the color of the bar.StepsTake user input for the number ... Read More

How to change backends in Matplotlib?

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 16-Mar-2021 10:18:47

1K+ Views

We can override the backend value using atplotlib.rcParams['backend'] variable.StepsUsing get_backend() method, return the name of the current backend, i.e., default name.Now override the backend name.Using get_backend() method, return the name of the current backend, i.e., updated name.Exampleimport matplotlib print("Before, Backend used by matplotlib is: ", matplotlib.get_backend()) matplotlib.rcParams['backend'] = 'TkAgg' print("After, ... Read More

Row and column headers in Matplotlib's subplots

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 16-Mar-2021 10:18:23

367 Views

Using the subplot method, we can configure the number of rows and columns. nrows*nclos will create number positions to draw a diagram.StepsNumber of rows = 2, Number of columns = 1, so total locations are: 2*1 = 2.Add a subplot to the current figure, nrow = 2, ncols = 1, ... Read More

What is the currently correct way to dynamically update plots in Jupyter/iPython?

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 16-Mar-2021 10:15:11

422 Views

We can first activate the figure using plt.ion() method. Then, we can update the plot with different sets of values.StepsCreate fig and ax variables using subplots method, where default nrows and ncols are 1.Draw a line, using plot() method.Set the color of line, i.e., orange.Activate the interaction, using plt.ion() method.To ... Read More

How to make several plots on a single page using matplotlib in Python?

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 16-Mar-2021 10:12:58

234 Views

Using Pandas, we can create a data frame and create a figure and axis. After that, we can use the scatter method to draw points.StepsCreate lists of students, marks obtained by them, and color codings for each score.Make a data frame using Panda’s DataFrame, with step 1 data.Create fig and ... Read More

How to plot ROC curve in Python?

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 16-Mar-2021 10:11:36

6K+ Views

ROC − Receiver operating characteristics (ROC) curve.Using metrics.plot_roc_curve(clf, X_test, y_test) method, we can draw the ROC curve.StepsGenerate a random n-class classification problem. This initially creates clusters of points normally distributed (std=1) about vertices of an ``n_informative``-dimensional hypercube with sides of length ``2*class_sep`` and assigns an equal number of clusters to ... Read More

Defining the midpoint of a colormap in Matplotlib

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 16-Mar-2021 10:11:07

264 Views

Using plt.subplots(1, 1) method, we can create fig and axis. We can use fig.colorbar to make the color bar at the midpoint of the figure.StepsUsing mgrid() method, `nd_grid` instance which returns an open multi-dimensional "meshgrid".Create Z1, Z2 and Z data.Create fig and ax variables using subplots method, where default nrows ... Read More

How can I set the 'backend' in matplotlib in Python?

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 16-Mar-2021 10:08:06

479 Views

We can use matplotlib.rcParams['backend'] to override the backend value.StepsUsing get_backend() method, return the name of the current backend, i.e., default name.Now override the backend name.Using get_backend() method, return the name of the current backend, i.e., updated name.Exampleimport matplotlib print("Before, Backend used by matplotlib is: ", matplotlib.get_backend()) matplotlib.rcParams['backend'] = 'TkAgg' print("After, ... Read More

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