Q2. Explain the meaning of the following python codes (excluding lines for importing modules) marks) 1) from scipy.stats import f f_cr=f.ppf(0.95,10,10) 3) import matplotlib.pyplot as plt from scipy.stats import norm sample=norm. rvs (loc=0, scale=1, size=10000) plt.hist (sample, bins=100, density=1); 2) from scipy.stats import binom p3-binom.pmf (2,10, 0.2)
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- Word Statistics: The second requirement change is to allow replacement of all occurrences of a given word to a given replacemWrite the code only in python language with the opeartion exactly and necessary comments to be added.list is a fundamental data structure in Python. However, array structure is more convenient in several numerical computations. Suppose that our list of lists is a valid 2-d array. Can we write a syntax-directed translation that converts a list of lists into 2-d arrays? State your reason briefly.Write in C language Description Give you a matrix. Please output the elements in clockwise spiral order. Input First line is two integers m and n, shows number of rows and number of columns. Followed m lines are content of the matrix. Output Elements of the matrix in clockwise spiral order. Sample Input 1 3 3 1 2 3 4 5 6 7 8 9 Sample Output 1 1 2 3 6 9 8 7 4 5
- Develop a BST implementation that represents the BST with three arrays (preallocated to the maximum size given in the constructor): one with the keys, one with array indices corresponding to left links, and one with array indices corresponding to right links. Compare the performance of your program with that of the standard implementation.Please fill out the remaining codes in #TO-DO for Python: import numpy as npimport pandas as pd from sklearn.datasets import load_bostonfrom sklearn.model_selection import train_test_splitfrom sklearn.metrics import mean_squared_errorfrom sklearn.linear_model import LinearRegression class MyLinearRegression:theta = None def fit(self, X, y, option, alpha, epoch):X = np.concatenate((np.array(X), np.ones((X.shape[0], 1), dtype=np.float64)), axis=1)y = np.array(y)if option.lower() in ['bgd', 'gd']:# Run batch gradient descent.self.theta = self.batchGradientDescent(X, y, alpha, epoch)elif option.lower() in ['sgd']:# Run stochastic gradient descent.self.theta = self.stocGradientDescent(X, y, alpha, epoch)else:# Run solving the normal equation.self.theta = self.normalEquation(X, y)def predict(self, X):X = np.concatenate((np.array(X), np.ones((X.shape[0], 1), dtype=np.float64)), axis=1)if isinstance(self.theta, np.ndarray):# TO-DO: Implement predict(). return y_predreturn None def…Use python jupyterlab for code 1. Import Matplotlib.pyplot template 2.Create a list of 20 random numbers, plot the list 3. Create a figure and an axes by using matplotlib
- In dynamic programming with memoization, what is the complexity of the memo data structure lookup and insert operations? a. lookup: 0(1), insert: 0(1) Ob. lookup: e(n), insert: 0(n) c. lookup: e(n), insert: 0(1) d. lookup: 0(1), insert: 0(n) e. lookup: 0(1), insert: 0( log n)3. Write python codes to implement two images addition with different weights. Then show the original two images and the combined one in the same figure. Notes: addWeight() of cv2 can be used to add two images with different weights. subplot() of matplotlib can be used to show images in one figure. Requirement: must submit your codes and the outputs. Note: please don't copied from another question i want a new answer .. or i will report this second time i post this question.Language is C++ Rare Collection. We can make arrays of custom objects just like we’ve done with ints and strings. While it’s possible to make both 1D and 2D arrays of objects (and more), for this assignment we’ll start you out with just one dimensional arrays: directions as follows in the pictures
- Focus on dictionary methods, use of functions, and good programming styleFor this assignment, you will create a glossary (dictionary) of technical terms and definitions. It will be set up as a Python dictionary structure. The file glossary_starter.py is a complete starter framework for the assignment. It includes some initial values for the dictionary. It is long because most of the code has already been written for you.Your task is to complete the five individual functions for adding and deleting terms, looking up terms, listing them, and printing out both the terms and definitions. These functions are all short, just a couple of lines, and use basic dictionary methods and techniques. Here is some sample output. Glossary system 1) Add a term 2) List terms 3) Get a definition 4) Delete a term 5) Print out dictionary 6) Quit Enter your choice: 2 argument dictionary hashmap list set 5 terms Glossary system 1) Add a term 2) List terms 3) Get a definition 4) Delete a term 5) Print…Please convert this from Python to C (thank you) def math_game(lv, lmf, lsf, lrf, rv, rmf, rsf, rrf):print('Starting Math Game:')print('[{},{},{},{}] vs [{},{},{},{}]'.format(lv, lmf, lsf, lrf,rv, rmf, rsf, rrf)) counter = 0while counter < 5 and lv < rv:print('Round = {}'.format(counter + 1))lcounter = 0while lcounter < lrf:lv = lv*lmf - lsfprint('L = {}'.format(lv))lcounter += 1rcounter = 0while rcounter < rrf:rv = rv*rmf - rsfprint('R = {}'.format(rv))rcounter += 1counter += 1print('Closing Math Game')if counter == 5:winner = 'R'else:winner = 'L'return winnerFocus on dictionary methods, use of functions, and good programming styleFor this assignment, you will create a glossary (dictionary) of technical terms and definitions. It will be set up as a Python dictionary structure. The file glossary_starter.py is a complete starter framework for the assignment. It includes some initial values for the dictionary. It is long because most of the code has already been written for you.Your task is to complete the five individual functions for adding and deleting terms, looking up terms, listing them, and printing out both the terms and definitions. These functions are all short, just a couple of lines, and use basic dictionary methods and techniques. Here is some sample output. Glossary system 1) Add a term 2) List terms 3) Get a definition 4) Delete a term 5) Print out disctionary 6) Quit Enter your choice: 2 argument distionary hashmap list set 5 terms