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This module destined to calculation of derivatives using numerical methods

Project description

Derivative Library

This code is a library for calculating derived functions.

Installation

To install the library, use pip:

pip install derivative_mode

Usage

To use the library, import the Derivative class from the library:

from derivative_mode import Derivative

Then you can create an instance of the Derivative class by passing the function you want to differentiate as an argument:

python def func(x):
return x**2
derivative = Derivative(func)

Methods

tailor_app

Calculates the derivative of the function at the point x0 using the Taylor method.

Usage example:

result = derivative.tailor_app(2)

polinom_app

Calculates the derivative of the function at the point x0 using the polynomial method.

Usage example:

result = derivative.polinom_app(2)

second_derivative

Calculates the second derivative of the function at the point x0.

Usage example:

result = derivative.second_derivative(2)

threepoint_pattern(x0, second_deriv=False)

Calculates the first or second derivative of a function at the point x0 using the three-point method.

Usage example:

result = derivative.threepoint_pattern(2, second_deriv=True)

Exception handling

If the function was set using a grid, the methods tailor_app, polinom_app and threepoint_pattern will throw an exception. If an error occurred while using the function, the methods will also throw an exception.

License

This library is available under the MIT license.

Project details


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