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Show and use the scipy.stats.binom function to answer the following. Round your answers to 2 decimal places. This code should be shown in Python for the following problems.
A fair coins is flipped 5 times. What is the probability of getting 2 tails?
A fair die is thrown 4 times. What is the probability of getting 2 threes?
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- Information is present in the screenshot and below. Based on that need help in solving the code for this problem in python. The time complexity has to be as less as possible. Output Format For each query, output one line containing the length of the last movie Richie watches, without the credits, given the strategy described in the problem statement. If Richie can't watch any movie, output -1. Sample Input 0 8 148 116 157 100 169 15 188 98 91 68 165 70 145 2 11 6 3 2 6 52 12 2 6 13 7 0 4 2 3 Sample Output 0 90 154 -1 The actual code n = int(input())movies = []for i in range(n): r,c = list(map(int,input().rstrip().split(" "))) movies.append([r,c]) q = int(input())for cc in range(q): s,e,a,k = list(map(int,input().rstrip().split(" "))) # solve for answer hereWrite a program that implements the ff: Linear Regression with two dependent variables (y=b0+b1x1+b2x2).Write a short MATLAB function to find out whether a given number (up to 1,000,000 is a prime number. The function should return true or false. Bear in mind that 1 is not considered a prime number. (Hint: Use the brute force approach and divide the number (K) by all integers from 2 to K-1. Check the remainders for 0s)
- Solve the following question correctly with detail please.Answer the following: This problem exercises the basic concepts of game playing, using tic-tac-toe (noughts and crosses) as an example. We define Xn as the number of rows, columns, or diagonals with exactly n X’s and no O’s. Similarly, On is the number of rows, columns, or diagonals with just n O’s. The utility function assigns +1 to any position with X3=1 and −1 to any position with O3=1. All other terminal positions have utility 0. For nonterminal positions, we use a linear evaluation function defined as Eval(s)=3X2(s)+X1(s)−(3O2(s)+O1(s)). a. Show the whole game tree starting from an empty board down to depth 2 (i.e., one X and one O on the board), taking symmetry into account. b. Mark on your tree the evaluations of all the positions at depth 2. c .Using the minimax algorithm, mark on your tree the backed-up values for the positions at depths 1 and 0, and use those values to choose the best starting move. Provide original solutions including original diagram for part a!Answer the following: This problem exercises the basic concepts of game playing, using tic-tac-toe (noughts and crosses) as an example. We define Xn as the number of rows, columns, or diagonals with exactly n X’s and no O’s. Similarly, On is the number of rows, columns, or diagonals with just n O’s. The utility function assigns +1 to any position with X3=1 and −1 to any position with O3=1. All other terminal positions have utility 0. For nonterminal positions, we use a linear evaluation function defined as Eval(s)=3X2(s)+X1(s)−(3O2(s)+O1(s)). a. Show the whole game tree starting from an empty board down to depth 2 (i.e., one X and one O on the board), taking symmetry into account. b. Mark on your tree the evaluations of all the positions at depth 2. c .Using the minimax algorithm, mark on your tree the backed-up values for the positions at depths 1 and 0, and use those values to choose the best starting move. Provide original solution!
- The average of a step function computed with the definite integral matches the average computed in the usual way. Test this in the following situations by finding the average of the values directly, and then as the integral of a step function. Suppose a math class has four equally weighted tests. A student gets 60 on the first test, 70 on the second, 80 on the third, and 90 on the last.For the following prompts provide a well written response: (a) How is the language of mathematics different from the language we use in everyday life? (b) What role do conjectures play in mathematics? (c) What role do proofs play in mathematics? 2. Let p, q, r, and s be defined as follows: p : all humans have two feet q : there exist a human with ten fingers r:∀ xintherealnumberssuchthatx2 ≥0 s:∃! xintherealnumberssuchthatxFind the Cubic Model: x y 20 10 60 18 80 26 120 32 A) what method will you use to find the model, polynomial interpolation or least square method?Why?B) Write the equation that must be used to find the model. C) Write the system of equations?D) Write the Vandermonde matrix and the other matrices that must be used.E) write the MatLab command to find the model.F) Write the cubic model.
- Suppose we use the following KB (where x, y, z are variables and r1, r2, r3, goal are constants) to determine whether a particular robot can score. (a) Open(x) ∧ HasBall(x) → CanScore(x)(b) Open(x) ∧ CanAssist(y, x) ∧ HasBall(y) → CanScore(x) (c) PathClear(x,y) → CanAsist(x,y)(d) PathClear(x,z) ∧ CanAssist(z,y) → CanAssist(x,y) (e) PathClear(x,goal) → Open(x)(f) PathClear(y,x) → PathClear(x,y) (g) HasBall(r3)(h) PathClear(r1,goal) (i) PathClear(r2,r1) (j) PathClear(r3,r2) (k) PathClear(r3,goal)Suppose we use the following KB (where x, y, z are variables and r1, r2, r3, goal are constants) to determine whether a particular robot can score. (a) Open(x) ∧ HasBall(x) → CanScore(x)(b) Open(x) ∧ CanAssist(y, x) ∧ HasBall(y) → CanScore(x) (c) PathClear(x,y) → CanAsist(x,y)(d) PathClear(x,z) ∧ CanAssist(z,y) → CanAssist(x,y) (e) PathClear(x,goal) → Open(x)(f) PathClear(y,x) → PathClear(x,y) (g) HasBall(r3)(h) PathClear(r1,goal) (i) PathClear(r2,r1) (j) PathClear(r3,r2) (k) PathClear(r3,goal) Intuitively, CanScore(x) means x can score on goal. CanAssist(x, y) means there exists some series of passes that can get the ball from x to y. Open(x) means x can shoot on goal directly. And P athClear(x, y) means the path between x and y is clear. Provide a SLD-derivation for the query CanScore(x) in which the answer provided is r1. Provide a SLD-derivation for the query CanScore(x) in which the answer provided is r3. How many “distinct” derivations (i.e., involving different…Hey guys can I get help with the following question: Function 6 Write a function to return the number of false negatives (as an integer) of a logistic regression model Given the training features (X_train), training labels (y_train), testing features (X_test) and testing labels (y_test) ### START FUNCTION 6 def log_reg_fn(X_train, y_train, X_test, y_test): # YOUR CODE HERE ### END FUNCTION 6 log_reg_fn(X_train_c, y_train_c, X_test_c, y_test_c)