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| author | Christian Kolset <christian.kolset@gmail.com> | 2025-04-24 16:25:31 -0600 |
|---|---|---|
| committer | Christian Kolset <christian.kolset@gmail.com> | 2025-04-24 16:25:31 -0600 |
| commit | 652f88728eb91bae1c4f30b63d1fbe60788ea938 (patch) | |
| tree | 65cfe591da183b969885e8c557b1ac5810727ec8 /tutorials/module_4 | |
| parent | 42fca6122f4baf847ec2794b172abbc6a2193407 (diff) | |
Added jupyter notebook converter script. Converts markdown (.md) tutorials to jupyter notebook (.ipynb).
Diffstat (limited to 'tutorials/module_4')
| -rw-r--r-- | tutorials/module_4/linear_regression.md | 18 | ||||
| -rw-r--r-- | tutorials/module_4/notebook_4/plotting.ipynb | 17 | ||||
| -rw-r--r-- | tutorials/module_4/plotting.md | 3 |
3 files changed, 38 insertions, 0 deletions
diff --git a/tutorials/module_4/linear_regression.md b/tutorials/module_4/linear_regression.md new file mode 100644 index 0000000..b21415b --- /dev/null +++ b/tutorials/module_4/linear_regression.md @@ -0,0 +1,18 @@ +# Linear Regression + + + +## Statical tools +Numpy comes with some useful statistical tools that we can use to analyze our data. + +### Mean +The mean is the average of a set of numbers. It is calculated by summing all the numbers and dividing by the count of numbers. + +```python +import numpy as np + +mean = np.mean([1, 2, 3, 4, 5]) +median = np.median([1, 2, 3, 4, 5]) +std = np.std([1, 2, 3, 4, 5]) +variance = np.var([1, 2, 3, 4, 5]) +``` diff --git a/tutorials/module_4/notebook_4/plotting.ipynb b/tutorials/module_4/notebook_4/plotting.ipynb new file mode 100644 index 0000000..650daad --- /dev/null +++ b/tutorials/module_4/notebook_4/plotting.ipynb @@ -0,0 +1,17 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Plotting\n", + "\n", + "## matlibplot" + ], + "id": "c1faa4f4-55cb-4e59-a732-bada47ed2a19" + } + ], + "nbformat": 4, + "nbformat_minor": 5, + "metadata": {} +} diff --git a/tutorials/module_4/plotting.md b/tutorials/module_4/plotting.md new file mode 100644 index 0000000..b309e2f --- /dev/null +++ b/tutorials/module_4/plotting.md @@ -0,0 +1,3 @@ +# Plotting + +## matlibplot |
