Write a MATLAB script file (mesh.m) to compute the vector T, which is computed by adding the diagonal elements of matrix X to the vector Y. NOTE: Uoload the script file here. with the correct name (mesh.m) and with the file format (.m) or (.txt).
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- Write a script (Python) for least squares l2 that can receive either: a 2D point cloud. Let the program load an ASCII txt file with the data in two columns, as appropriate. The number of points is arbitrary. In addition, display a graph with the cloud of points and the approximate line, together with the error made.using matlab If the digits of π were random, then we would expect each of the integers to occur with approximately equal frequency in the decimal representation of π. In this problem we are going to see if the digits of π do indeed appear to be random. The first line of your script stores the first 100 digits of π in the vector pi_digits. Create a vector f50 such that f50(i) is equal to the frequency with which the integer i-1 appears among the first 50 digits of π. Execute the command bar(f50) to visualize the distribution of integers over the first 50 digits. Does the bar chart appear to suggest randomness? Create a vector f100 such that f100(i) is equal to the frequency with which the integer i-1 appears among the first 100 digits of π. Execute the command bar(f100) to visualize the distribution over the first 100 digits. Note that Matlab Grader will only display one plot at a time, so your earlier plot will be overwritten here. Does this bar chart appear to suggest…in python while using the libraries Pandarallel seaborn, pandas, and numpy then read in the dataset ‘geyser’ from seaborn Write some function that does a somewhat computationally complex task on a value / row of data. Using python time functions, apply this function on the dataframe and time it. Then apply this same function on the dataframe using pandarallel’s parallel_apply, and time this. Experiment with the timing / different functions Compare the run times
- A set of integers 0..MAX may be implemented using an array of boolean values. This particular implementation is called a bit-vector implementation of a Set. Since C doesn’t have the Boolean data type, then substitute TRUE with 1 and FALSE with 0, or define 1 and 0 as TRUE and FALSE, respectively.For example, if the integer 3 is an element of the set, then the array element indexed by 3 is TRUE. On the other hand, if 3 is not an element, then the array element indexed by 3 is FALSE. For example, if the integer 3 is an element of the set, then the array element indexed by 3 is TRUE. On the other hand, if 3 is not an element, then the array element indexed by 3 is FALSE.For example: if s = {3,4,6,8}, the array looks like this: Implement a programmer-defined data type called BitSet to represent a set as follows:typedef int BitSet[MAX];Implement the following functions:void initialize(BitSet s); - set all array elements to FALSEvoid add(int elem,BitSet s);- set the item indexed by elem to…Plot the following function f(x,y) = 1/16(x^2-L^2)(y^2-L^2) over x,y in [-L/2, L/2]. It is important that you use python, and numpy with maskingIn C program A set of integers 0..MAX may be implemented using an array of boolean values. This particular implementation is called a bit-vector implementation of a Set. Since C doesn’t have the Boolean data type, then substitute TRUE with 1 and FALSE with 0, or define 1 and 0 as TRUE and FALSE, respectively. For example, if the integer 3 is an element of the set, then the array element indexed by 3 is TRUE. On the other hand, if 3 is not an element, then the array element indexed by 3 is FALSE. Implement a programmer-defined data type called BitSet to represent a set as follows: typedef int BitSet[MAX]; Implement the following functions: void initialize(BitSet s); - set all array elements to FALSE void add(int elem,BitSet s); - set the item indexed by elem to TRUE void display(BitSet s); - display the set on the screen using set notation, e.g. {3,4,5,6} - this means that you will print the index value if the content of that cell is TRUE void getUnion(BitSet result,BitSet s1,BitSet…
- Write a Matlab function that will: read in the spreadsheet file, accept two textual/string arguments: first metric abbreviation/acronym (for example GP) from the list above, Second metric abbreviation/acronym (for example 3P%) from the list above, finds the player (A) who has the highest/maximum value of the FIRST METRIC (if there is more than one with that value, pick the first one - lowest row number) and stores his name and corresponding FIRST METRIC value, finds the player (B) who has the lowest/minimum value of the FIRST METRIC (if there is more than one with that value, pick the first one - lowest row number) and stores his name and corresponding FIRST METRIC value, computes FIRST METRIC average for all players, finds SECOND METRIC value for both players found above, computes SECOND METRIC average for all players,The file week12.py contains a matrix-valued function, f. More specifically, given any float x, the value f(x) returned by this function is a square Numpy array. There exists exactly one value x in the interval (-10,10) for which the matrix f(x) is singular. Print this value correct to exactly 10 decimal places.Consider an input string TAM of letters ‘A’, ‘M’, and ‘T’. This string, which is given by the user, ends with ‘#’. It should be stored in a table (or array), called TAMUK. The number of each of these letters is unknown. We have a function, called SWAP(TAM,i,j), which places the ith letter in the jth entry of string TAM and the jth letter in the ith entry of TAM. Note that SWAP(TAM,i,j) is defined for all integers i and j between 0 and length(TAM)–1, where length(TAM) is the number of letters of TAM. 1. Using our algorithmic language, write an algorithm, called Sort_TAM, which sorts the letters in the array TAMUK in a way that all T’s appear first, followed by all A’s, and followed by all M’s. The algorithm Sort_TAM should have one parameter: The array TAMUK. Also, your solution is correct only if the following four constraints are satisfied: - Constraint 1: Each letter (‘A’, ‘M’, or ‘T’) is evaluated only once. - Constraint 2: The function SWAP(TAM,i,j) is used only when it is…
- In Matlab code 2. A fibonacci sequence is a sequence such that, beginning with the third element, each term is the sum of the two previous ones. For a particular fibonacci sequence a₁ = 3 and a₂ = 7. Use a for loop to (i) generate the first 50 terms of the sequence. Store the sequence values in a vector. (ii) generate a sequence of ratios of the successive terms. For example, the first element will be 7/3, the second element will be 10/7.consider an input string TAM of letters ‘A’, ‘M’, and ‘T’. This string, which is given by the user, ends with ‘#’. It should be stored in a table (or array), called TAMUK. The number of each of these letters is unknown. We have a function, called SWAP(TAM,i,j), which places the ith letter in the jth entry of string TAM and the jth letter in the ith entry of TAM. Note that SWAP(TAM,i,j) is defined for all integers i and j between 0 and length(TAM)–1, where length(TAM) is the number of letters of TAM. 1. Using our algorithmic language, write an algorithm, called Sort_TAM, which sorts the letters in the array TAMUK in a way that all T’s appear first, followed by all A’s, and followed by all M’s. The algorithm Sort_TAM should have one parameter: The array TAMUK. Also, your solution is correct only if the following four constraints are satisfied: - Constraint 1: Each letter (‘A’, ‘M’, or ‘T’) is evaluated only once. - Constraint 2: The function SWAP(TAM,i,j) is used only when it is…consider an input string TAM of letters ‘A’, ‘M’, and ‘T’. This string, which is given by the user, ends with ‘#’. It should be stored in a table (or array), called TAMUK. The number of each of these letters is unknown. We have a function, called SWAP(TAM,i,j), which places the ith letter in the jth entry of string TAM and the jth letter in the ith entry of TAM. Note that SWAP(TAM,i,j) is defined for all integers i and j between 0 and length(TAM)–1, where length(TAM) is the number of letters of TAM. 1. Using our algorithmic language, write an algorithm, called Sort_TAM, which sorts the letters in the array TAMUK in a way that all T’s appear first, followed by all A’s, and followed by all M’s. The algorithm Sort_TAM should have one parameter: The array TAMUK. Also, your solution is correct only if the following four constraints are satisfied: - Constraint 1: Each letter (‘A’, ‘M’, or ‘T’) is evaluated only once. - Constraint 2: The function SWAP(TAM,i,j) is used only when it is…