https://github.com/neonwatty/computational_maths

A short collection of Jupyter notebooks explaining some basic computational math
https://github.com/neonwatty/computational_maths

computation-graph computational-maths computer-science jupyter-notebook lecture-notes mathematics recursive-functions

Last synced: about 1 month ago
JSON representation

A short collection of Jupyter notebooks explaining some basic computational math

• Host: GitHub
• URL: https://github.com/neonwatty/computational_maths
• Owner: neonwatty
• Created: 2018-12-02T18:02:31.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2023-03-04T12:37:42.000Z (about 2 years ago)
• Last Synced: 2025-02-28T08:28:49.057Z (about 2 months ago)
• Topics: computation-graph, computational-maths, computer-science, jupyter-notebook, lecture-notes, mathematics, recursive-functions
• Language: Jupyter Notebook
• Size: 128 MB
• Stars: 12
• Watchers: 2
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# An introduction to basic computational maths

This repo contains a small collection of Jupyter notebooks explaining some basic computational math, with illustrations using numpy and matplotlib.  All notebooks are runnable in Google Collab via the links below.

## Notebooks

### 1.  What is a function?    [![part 1](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/jermwatt/computational_maths/blob/collab/Part_1_mathematical_functions.ipynb)

### 2.  Elementary functions and operations  [![part 2](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/jermwatt/computational_maths/blob/collab/Part_2_elementary_components.ipynb)

### 3.  Computation graphs  [![part 3](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/jermwatt/computational_maths/blob/collab/Part_3_constructing_functions.ipynb)

### 4.  Convex combinations of functions   [![part 4](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/jermwatt/computational_maths/blob/collab/Part_4_convex_combinations.ipynb)

### 5.  Recursive functions   [![part 5](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/jermwatt/computational_maths/blob/collab/Part_5_recursive_functions.ipynb)

## Examples illustrations provided in the notebooks