WM919 - Machine Intelligence and Data Science - Computer Science Assignment Help

Assignment Task

1 Python and PyTorch

1.1 Using functions, recurrence and lists

1.1.1 Write a program that prints the Fibonacci sequence up to n elements using recursive functions

1.1.2 Write a program that prints the Fibonacci sequence up to n elements using loops and lists (use of recursive functions are prohibited in this question).

1.2 Storing user input and statistical measures 

Write a program that repeatedly asks for numbers, until the word 'done' is entered. Then print the number of numbers entered, the minimum, maximum and average values of the given numbers. If anything other than a number or the word 'done' is given, the program should provide an error message and stop.

1.3 Sampling from distributions and statistical metrics (4 marks)

1.3.1 Create a random array of size 10, where each element follows an independent Gaussian distribution with mean μ=5 and standard deviation σ=0.1. 1.3.2 Repeat

1.3.1 for array sizes of 10, 100, 1000, 10000, 100000 using a for loop and compute also their empirical mean. What do you observe?

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