(Solved): Topic: Create an information source using simplified Polynesian. Please use PYTHON and fol ...

Topic: Create an information source using simplified Polynesian.

Please use PYTHON and follow the Pandas method to generate a Babel library permutation space with the following parameters:

• Use the Simple Polynesian alphabet (as found in the Schütz and Manning reading and printed below)
• Spaces have no weight in the character set
• Use a message length of seven
• Create a text by randomly selected seven letter words based on the weights (separated by spaces)

Using the unigram term frequencies in that reading as weights, write a simple text generator from the Babel library you just created. Please include the complete code with results as well (screenshots for results, etc.) to show it worked. Thank you!

For your reference: please see these

Example 8: Simplified Polynesian Simplified Polynesian \( { }^{3} \) appears to be just a random sequence of letters, with the letter frequencies as shown: Then the per-letter entropy is: \[ \begin{aligned} \mathrm{H}(\mathrm{P}) &=-\sum_{i \in\{p, t, k, a, i, u\}} P(i) \log P(i) \\ &=-\left[4 \times \frac{1}{8} \log \frac{1}{8}+2 \times \frac{1}{4} \log \frac{1}{4}\right] \\ &=2 \frac{1}{2} \text { bits } \end{aligned} \] This is supported by the fact that we can design a code that on average takes \( 2 \frac{1}{2} \) bits to transmit a letter: github.com/liontiger \( 1 / P \)