Skip to content

NurzhanTng/DiffPy

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

31 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

DiffPy

DiffPy is a Python library designed to solve mathematical problems related to differential equations. It provides simple and efficient tools for solving ordinary and partial differential equations, computing derivatives and integrals, and more. The library is written entirely in Python and is continuously evolving into a full-featured computer algebra system (CAS).

Key Features:

  • Solving Differential Equations: Supports solving ordinary and partial differential equations, including homogeneous and non-homogeneous cases.
  • Derivatives and Integrals: Easily compute derivatives and integrals for various mathematical functions.
  • Extensible: Built with simplicity in mind, making it easy to understand, extend, and contribute to.
  • Open Source: Feel free to contribute and help improve the library.

Usage:

To use DiffPy in your project, you can import the necessary components and start solving mathematical problems. Below are some examples to help you get started.

Example 1: Solving a First-Order Homogeneous Differential Equation

from diffpy import Variable, first_order_homogeneous

x = Variable()

# Solve a first-order homogeneous differential equation
solution = first_order_homogeneous(1, -1 / x)
print(solution)  # Expected Output: y = C * x

Example 2: Calculating the Integral of a Function

from diffpy import integrate, Variable, Sin, Cos

x = Variable()

# Compute the integral of sin(x)
integral = integrate(Sin(x))
print(integral) # Expected Output: -1.0*cosx
print(integral.to_dictionary())  # Expected Output: {'const': -1.0, 'func': ['cos', {'const': 1, 'func': 'x', 'pow': 1}], 'pow': 1}

# Compute the integral of 3*x + 5
integral = integrate(3*x + 5)
print(integral)  # Expected Output: (1.5*x^2 + 5*x)
print(integral.to_dictionary())  # Expected Output: {'const': 1, 'func': ['sum', {'const': 1.5, 'func': 'x', 'pow': 2}, {'const': 5, 'func': 'x', 'pow': 1}], 'pow': 1}

# Continue computations after integration
result = integral + 2*x**2 + 10 - 4*x
print(result) # Expected Output: (3.5*x^2 + x + 10.0)

Example 3: Solving an Equation Using Undetermined Coefficients

from diffpy import undetermined_coefficient, Variable, Sin, Cos

x = Variable()

# Example equation with Cos and Sin terms
eq = 5*Cos(2*x) + 10*Sin(2*x)
solution = undetermined_coefficient(1, -2, 1, eq)
print(solution)  # Expected Output: y = C₁e^(1.0x) + C₂e^(1.0x) * x - 2.0sin(2x) + 1.0cos(2x)

Contact Information:

For more details, questions, or contributions, feel free to reach out to the developers:

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors

Languages