Multivariable Calculus Demos

A collection of Jupyter notebooks demonstrating the fundamental concepts of multivariable calculus.

Covers the following subjects:

Setup

Minimal setup is required to run this project. Just install the following dependencies:

pip install numpy matplotlib scipy jupyter

Name		Name	Last commit message	Last commit date
Latest commit History 16 Commits
.gitignore		.gitignore
01-gradient.ipynb		01-gradient.ipynb
02-partial_derivatives_and_chain_rule.ipynb		02-partial_derivatives_and_chain_rule.ipynb
03-curvature_divergence_and_curl.ipynb		03-curvature_divergence_and_curl.ipynb
04-laplacian.ipynb		04-laplacian.ipynb
05-jacobian.ipynb		05-jacobian.ipynb
06-tangent_surfaces_and_the_hessian.ipynb		06-tangent_surfaces_and_the_hessian.ipynb
07-second_partial_derivative_test.ipynb		07-second_partial_derivative_test.ipynb
08-lagrange_multipliers_and_constrained_optimization.ipynb		08-lagrange_multipliers_and_constrained_optimization.ipynb
README.md		README.md
animation.py		animation.py
jacobian.gif		jacobian.gif
plot_3dsurface_demo.ipynb		plot_3dsurface_demo.ipynb