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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: 9 days ago
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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 (almost 6 years ago)
Default Branch: master
Last Pushed: 2023-03-04T12:37:42.000Z (over 1 year ago)
Last Synced: 2024-10-10T19:15:50.691Z (26 days 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

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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