Ordinal Differential Equation (ODE) in Python

Ordinal Differential Equation (ODE) in Python

In this tutorial, We will answer what’s the usage of ODE? How to solve ODE in Python?

What’s the usage of ODE? How to solve ODE in Python?

Ordinary Differential Equation (ODE) can be used to describe a dynamic system. To some extent, we are living in a dynamic system, the weather outside of the window changes from dawn to dusk, the metabolism occurs in our body is also a dynamic system because thousands of reactions and molecules got synthesized and degraded as time goes.

More formally, if we define a set of variables, like the temperatures in a day, or the amount of molecule X in a certain time point, and it changes with the independent variable *(in a dynamic system, usually it will be *time t). ODE offers us a way to mathematically depict the dynamic changes of defined variables. The opposite system to that is called static system, thinking about taking a photo of the outside, this snapshot doesn’t contain any dynamics, in another word, it is static.

Solving Ordinary Differential Equations means determining how the variables will change as time goes by, the solution, sometimes referred to as solution curve (visually shown as below), provide informative prediction to the default behavior of any dynamic systems.

An example solution curve for a linear system

In this article, I am going to give an introduction to ODE and more important, how to solve ODE merely using Python.

math python data-science python-programming

What is Geek Coin

What is GeekCash, Geek Token

Best Visual Studio Code Themes of 2021

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Data Science With Python Training | Python Data Science Course | Intellipaat

🔵 Intellipaat Data Science with Python course: https://intellipaat.com/python-for-data-science-training/In this Data Science With Python Training video, you...

How To Build A Data Science Career In 2021

In Conversation With Dr Suman Sanyal, NIIT University,he shares his insights on how universities can contribute to this highly promising sector and what aspirants can do to build a successful data science career.

Data Science with Python Certification Training in Chennai

Enroll in our Data Science with Python training in Chennai. Best Data Science with Python Training courses in Chennai for 100% Job Placements Support.

Python for Data Science | Data Science With Python | Python Data Science Tutorial

🔥Intellipaat Python for Data Science Course: https://intellipaat.com/python-for-data-science-training/In this python for data science video you will learn e...

Applied Data Science with Python Certification Training Course -IgmGuru

Master Applied Data Science with Python and get noticed by the top Hiring Companies with IgmGuru's Data Science with Python Certification Program. Enroll Now