Chapter 4 Cleanup

[E-Ream]

General Comment:

• [x] matplotlib module needs to be added

Modeling Systems of Nonlinear Equations

• issues with pictures loading in colab

Solving Systems of Nonlinear Equations with Newton's Method

• [x] Main idea begin/end solution block needs another #
• [x] potentially hide some of the solutions
• [x] formatting issues with $ $ around mathematical statements

More Newton Type Methods

• Done

Convergence Analysis for Newton's Method

• [x] markdown formatting issues with $

Newton's Method for System of Equations

• [x] formatting issues in markdowns with $

[adowling2]

@E-Ream here are some additional requests after reviewing the website version.

• [x] Remove "Using numpy instead" from "Newton's Method for Systems of Equations"
• [x] Rename "Newton-Raphson Methods for Systems of Equations"
• [x] Rename "Solving Systems of Nonlinear Equations with Newton's Method" to "Newton-Raphson Method in One Dimension"
• [x] Rename "Convergence Analysis for Newton-Raphson Methods"
• [x] Create new notebook "Newton Methods in Scipy", show scipy solutions for the polynomial example (with solution) and flash example (solution hidden / home activity)

[adowling2]

https://ndcbe.github.io/data-and-computing/notebooks/04-publish/01-Modeling-Systems-of-Nonlinear-Equations.html

• [x] Change notebook title to "Modeling Systems of Nonlinear Equations: Flash Calculation Example"
• [x] Change "Flash Calculation" subheader to "Flash Calculations are Central to Chemical Engineering"
• [x] Promote the other headers in the notebook from level 3 to level 2

https://ndcbe.github.io/data-and-computing/notebooks/04-publish/02-Newton-Raphson-Method-in-One-Dimension.html

• [x] Change header "Newton's Method (aka Netwon...)" to "Newton's Method for a Polynomial Example"

https://ndcbe.github.io/data-and-computing/notebooks/04-publish/05-Newton-Raphson-Methods-for-Systems-of-Equations.html

• [x] Refer to the notebook name instead of "Chap 04-01 Notebook" in the link. I might reorder the notebooks in the future.

https://ndcbe.github.io/data-and-computing/notebooks/04-publish/06-Newton-Methods-in-Scipy.html

• See #53