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- Applying the banker’s algorithm, which of the following would be a possible order of completion for the following state? Available = (4, 4, 1, 1) Allocation Max ABCD ABCD T0 1202 4316 T1 0112 2424 T2 1240 3651 T3 1201 2623 T4 1001 3112Correct and detailed answer ( do not copy from other websites) Consider the following algorithm and determine its: a. Recurrence relation b. Time complexity using Induction Method Algorithm RandomizedQS(A, lb, ub) { if (p < r) { i = radmon(lb, ub); swap(A[lb], A[i]); q = partition(A, lb, ub); RansomizedQS(A, lb, q − 1); RansomizedQS(A, q + 1, ub); }Devise an efficient divide-and-conquer algorithm for the Towers of Hanoi problem when the disks are colored alternately red and blue, and we add the extra rule that no disk may be placed on any other disk of the same color.
- I need Python Code Load MNIST data and scale it: fashion_mnist = keras.datasets.fashion_mnist (X_train_full, y_train_full), (X_test, y_test) = fashion_mnist.load_data() X_valid, X_train = X_train_full[:5000] / 255., X_train_full[5000:] / 255. y_valid, y_train = y_train_full[:5000], y_train_full[5000:] X_test = X_test / 255. keras.backend.clear_session() np.random.seed(42) tf.random.set_seed(42) a: Estimate a neural network with epochs =20 and one hidden layer with 400 neurons. Measure and report validation accuracy and estimation time.Explain your results. If needed, explain which additional algorithm or extra assumption you used for your answer. b: With the same data build a model with two hidden layers [150, 70, 30] neurons. Create two outputs: prediction of a each digit and the prediction of even/odd. Give equal probabibility to each output. If needed, explain which additional algorithm or extra assumption you used for your answer.I will leave multiple likes Please help answering the following (all parts if possible): a.) Define real and integer valued knapsack problem b.) Provide greedy solution to real valuedknapsack problem, provide performance estimate for that method. c.) Provide python code and test driver in the separate .py file. d.) Explain brute force algorithm and why in the case of integervalued knapsack brute force algorithm takes exponential time.Use python to cluster the points that given in the file points.txt. Use K-means algorithm. You should use different number of clusters 2,3,4, and 5. Draw the results of each case and show the points of each cluster with different color. Explain which one is the best and discuss the results. file content of point.txt x y0.12 0.290.57 0.190.60 0.570.06 0.280.06 0.420.15 0.250.02 0.200.44 0.240.83 0.760.62 0.330.52 0.640.86 0.150.10 0.350.91 0.580.11 0.470.52 0.290.14 0.110.56 0.240.00 0.170.57 0.380.85 0.300.92 0.510.99 0.380.51 0.080.22 0.130.10 0.300.51 0.160.59 0.470.76 0.340.08 0.500.62 0.440.52 0.190.17 0.140.94 0.350.59 0.470.44 0.320.94 0.520.66 0.360.45 0.440.84 0.070.53 0.230.55 0.130.60 0.590.37 0.620.24 0.190.58 0.160.87 0.520.41 0.040.11 0.450.44 0.140.40 0.040.40 0.620.83 0.060.40 0.290.39 0.560.37…
- We are given a group of 12 sales price records. It has records as follows: 15, 204, 13, 5, 50, 215, 72, 10, 11, 35, 55, 92. Partition them into three bins by each of the following methods: (a) equal interval width (also called equal-width partitioning) (b) equal frequency intervals (also called equal-frequency partitioning)Please check the answer and add explanation properly Implement ( program ) an attack on the Hill cipher as discussed in class and the textbook. Your attack should work on a 2 ∗ 2 matrix. Show how your attack works on the example on page 8 4 , and also run it on some other inputs.A disk drive has 256 cylinders, with the numberThe cylinder starts at 0 and ends at 255. The position of the needle on the disk drive is currently stoppedat point 128. It is also known that the needle is always "to the cylinder with more numbers"Small first." The order of the positions visited in sequence is:254, 64, 32, 100, 50, 70. From the 3 algorithm options below, which is the best algorithm? Make each onedraw it and specify seektime. i. SCANii.C-SCANiii. FIFO
- Q: 1.Write a Python Script that will recognize hand-written one-digit number. The number should be 1 2. Show the probabilities of all output numbers for epochs = 10. 3. Modify the code and show (in data table) and plot the of output probability of the selected number output vs. epoch for 5 ≤ epochs ≤ 15. Notes: • Due-Correct answer will be upvoted else downvoted. Computer science. Given two integers n and k, develop a stage an of numbers from 1 to n which has precisely k pinnacles. A file I of a cluster an of size n is supposed to be a pinnacle if 1<i<n and ai>ai−1 and ai>ai+1. Assuming such stage is unimaginable, print −1. Input The main line contains an integer t (1≤t≤100) — the number of experiments. Then, at that point, t lines follow, each containing two space-isolated integers n (1≤n≤100) and k (0≤k≤n) — the length of an exhibit and the necessary number of pinnacles. Output Output t lines. For each experiment, assuming there is no stage with given length and number of pinnacles, print −1. In any case print a line containing n space-isolated integers which frames a stage of numbers from 1 to n and contains precisely k pinnacles.Given the following transaction database from a supermarket: Transaction ID items T1 I1, I2, I3 T2 I2, I3, I4 T3 I4, I5 T4 I1, I2, I4 T5 I1, I2, I3, I5 T6 I1, I2, I3, I4 What is the output of the Apriori algorithm run on the above transaction database with a minimum support of 50 % (i.e. 3 out of 6 transactions)? Calculate the following confidence: {I1, I2} => { I3} {I2} => {I1, I3} {I1, I3} => {I2} Calculate the following lift: {I2} => {I3} {I2} => {I4} {I1, I3} => {I2}