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Natural-Language-Processing-project

for a1:

Part 1

Implement a Scheme function permute to print all permutations of a given list of any length.

For example:

(permute '(a e d)) (a e d) (a d e) (e a d) (e d a) (d a e) (d e a) #f (permute '()) #f (permute '(a)) (a) #f

Notice that permute always returns #f. The permutations must be displayed to standard output, not returned. This is to avoid building enormous lists in memory (consider how many permutations there are of a list of length 10).

Part 2

Implement a Scheme function to compute path lengths (distances) in weighted directed graphs.

Scheme/Lisp lists, or s-expressions, give us a very easy way to represent a directed graphs. We'll use the association list convention here (but in general, you could also use other simple conventions).

We'll do the following to represent a weighted graph using incidence lists. A graph is an association list of (nodename . out-edges) pairs. Each nodename is just any unique symbol that identifies a node. Each out-edge is another association list of incident outgoing-edges, each of which is represented by a (destination-nodename . weight) pair. Each destination-nodename is a symbol that identifies the destination node. Each weight is a number.

For example:

(define g '((a . ((b . 5) (c . 8) (d . 3))) (b . ((a . 4) (c . 7))) (c . ((a . 2) (b . 6) (c . 2) (d . 9))) (d . ((b . 1) (c . 4))))) We'll use weights that are positive integers representing the length or distance between any two points.

Write a function path-length that calculates the total sum of weights along any given path represented as a list of nodenames. Also write a convenient variation distance that lets you pass paths as a variable number of nodename arguments.

For example:

(path-length g '(a c d b c)) 25 (distance g 'a 'c 'd 'b 'c) 25 (distance g 'c 'c) 2 (distance g 'd 'a) #f Notice that cycles are allowed, and distance must return #f if the path does not exist in the graph.


for a2:

Part 1

Extend your Scheme function permute from A1, to implement a new function anagram that takes an additional argument consisting of a list of symbols representing legal words. Your new function will print all permutations of a given list of any length, such that appending the symbols in the permuted list gives a legal word.

For example:

(define dictionary '(a act ale at ate cat eat etc tea)) (anagram dictionary '(a e t)) (a t e) (e a t) (t e a) #f (anagram dictionary '(a t c)) (a c t) (c a t) #f (anagram dictionary '(a)) (a) #f (anagram '() '(a e t)) #f

(Hint: You may wish to recall some potentially useful standard functions like symbol->string, string->symbol, string-append, etc.)

Notice that anagram always returns #f. The legal permutations must be displayed to standard output, not returned. This is to avoid building enormous lists in memory (consider how many permutations there are of a list of length 10).

Part 2

Consider the following my-or macro:

(define-macro my-or (lambda (x y) `(if ,x ,x ,y))) For simple cases, this works fine:

(my-or 1 2) 1 (my-or #f 2) 2

But what happens here?

(define i 0) (my-or (begin (set! i (+ i 1)) #t)

i We can try to solve the problem thus:

(define-macro my-or (lambda (x y) `(let ([temp ,x]) (if temp temp ,y)))) But now what happens?

(define temp 3) (my-or #f temp) Re-implement the my-or macro, in a way that avoids this variable capture problem from using define-macro, by instead using define-syntax to invoke Scheme's built-in hygienic' and referentially transparent' macro system.

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