Numerical Python
Topics Covered
- Jupyter Intro
- Numpy Fundamentals
- Vectors, Matrices and Multidimensional Arrays
- Plotting with Matplotlib
- Symbolic Computing
- Equation Solving
- Interpolation
- Integration
- Sparse Matrix and Graphs
- Ordinary Differntial Equations
- Partial Differential Equations
- Testing
cd numerical_python
python3 -m venv venv
source venv/bin/activate
pip3 install -r requirements.txt
Learnt concepts from the following books :
- Numerical Python : https://link.springer.com/book/10.1007/978-1-4842-4246-9
- NumPy: Beginner's Guide : https://www.packtpub.com/product/numpy-beginner-s-guide-third-edition/9781785281969
- Practical Numerical Computing Using Python : https://store.pothi.com/book/mahendra-verma-practical-numerical-computing-using-python/