MIS 542 Colorado State University Codes for Matrix in Jupyter Python Project

Python code must be used in Jupyter Notebook.

OPTION #1: MATRIX IN JUPYTER

Using a new Jupyter notebook, create a 100 x 100 times table matrix using the following three methods. Use the timeit function to measure the execution time of each method.

1. Nested for loops
2. Numpy fromfunction
3. Numpy broadcasting

Copy a slice of your matrix using the first 12 numbers to create a new 12 x 12 times table matrix. Perform the following tasks with this new matrix:

4. Save the array to a file.

5.Use one of the unary ufuncs (Table 4-3, McKinney, 2017, p.109). (See attached word Doc for tables)

6.Use two of the basic array statistical methods (Table 4-5, McKinney, 2017, p.114) (See attached word Doc for tables)

7.Load the array file saved in step 4.

8. Provide brief detail of the code used.