Math4ML Exercises - Calculus
Hands-on calculus exercises for machine learning, covering little-o notation, gradients, linear approximations, and optimization techniques using Python and SymPy.
Python ate my Homework - Using SymPy for Mathematical Problem Solving
Discover SymPy for solving complex math problems with Python. Learn to use Jupyter for assignments and contribute to computational mathematics.
Convergence of Integration Methods and Root Finding with SymPy - ME3255
Explore integration methods and root finding using Sympy, focusing on convergence analysis for enhanced numerical problem-solving skills.
Python ate my Homework - Using SymPy for Mathematical Problem-Solving
Discover SymPy for solving complex math problems with Python. Learn to use Jupyter for assignments and contribute to computational mathematics.
Lagrangian Mechanics - Spring Mount Pendulum with Python and SymPy
Explore Lagrangian mechanics through a spring-mounted pendulum, deriving equations of motion and utilizing Python with sympy for analysis and visualization.
Automate the Boring Stuff with Slackbot
Automate repetitive tasks with a Slackbot using Python. Learn to create and integrate a chatbot for various operations, including API interactions and data management.
Simulare l'assetto e l'orbita di un satellite con SymPy e PyEphem
Esplora la simulazione di assetto e orbita satellitare utilizzando SymPy e PyEphem, apprendendo tecniche avanzate per modellare il comportamento dei satelliti nello spazio.
Multibody Simulation Using Sympy, Scipy and Vpython
Explore multibody simulation using Python packages sympy, scipy, and vpython for engineering and educational purposes. Learn to formulate mechanical problems and integrate equations.
Automate the Boring Stuff with Slackbot - Ver. 2
Learn to create a Slackbot using Bolt for Python to automate tasks like emoji reactions, calculations, issue tracking, and account management. Explore practical examples and API integrations.
Using Python and SymPy to Solve a Mass on a Rotating Hoop Problem
Utilize Python and Sympy to solve complex physics problems, focusing on a mass rotating on a hoop using Lagrangian mechanics and differential equations.
Solving Projectile Motion Problems with Python and SymPy
Explore projectile motion problem-solving using Python and SYMPY, focusing on range calculation and launch velocity determination.
Modeling the Double Pendulum with Python and SymPy
Explore Python and sympy to model the double pendulum, from deriving equations to creating a 3D visualization.
Three Ways to Solve a 4-Mass Oscillator: Energy, Python, and Lagrangian - Lecture
Explore three approaches to solving a complex 4-mass oscillator problem: energy analysis, Python simulation, and Lagrangian mechanics using SymPy.
Python Physics: Symbolic Lagrangian Solutions Using SymPy
Master symbolic computation in physics by solving pendulum equations using Python's Sympy library, combining classical mechanics with modern computational methods.