in python while utilizing the librari Pandarallel seaborn, pandas, and
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- Must be done in C# Rare Collection. We can make arrays of custom objects just like we’vedone 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.Your parents have asked you to develop a program to help them organize the collectionof rare CDs they currently have sitting in their car’s glove box. To do this, you will firstcreate an AudioCD class. It should have the following private attributes. String cdTitle String[4] artists int releaseYear String genre float conditionYour class should also have the following methods: Default Constructor: Initializes the five attributes to the following default values:◦ cdTitle = “”◦ artists = {“”, “”, “”, “”}◦ releaseYear = 1980◦ genre = “”◦ condition = 0.0 Overloaded Constructor: Initializes the five attributes based on values passedinto the formal parameters◦ If condition is less than 0.0 or greater than 5.0, set it equal to…The goal of this second exercise is to develop a better understanding of the Linuxinterprocess communication mechanisms. This would require you to write twoprograms P1 and P2. The first program P1 needs to generate an array of 50random strings (of characters) of fixed length each. P1 then sends a group offive consecutive elements of the array of strings to P2 along with the ID’s ofthe strings, where the ID is the index of the array corresponding to the string.The second program P2 needs to accept the received strings, and send backthe highest ID received back to P1 to acknowledge the strings received. Theprogram P2 simply prints the ID’s and the strings on the console. On receivingthe acknowledged packet, P1 sends the next five strings, with the string elementsstarting from the successor of the acknowledged ID. The above mechanism needs to be implemented FIFO and UNIX DOMAIN SOCKETS. Please note that you may NOT make assumptions about the reliability of the interprocess communication…Write a program that simulates a toy paging system that uses the WSClock algorithm. The system is a toy in that we will assume there are no write references (not very realistic), and process termination and creation are ignored (eternal life). The inputs will be: The reclamation age threshhold The clock interrupt interval expressed as number of memory references A file containing the sequence of page references Describe the basic data structures and algorithms in your implementation. Show that your simulation behaves as expected for a simple (but nontrivial) input example. Plot the number of page faults and working set size per 1000 memory references. Explain what is needed to extend the program to handle a page reference stream that also includes writes.
- Modify the completed Python Local Search code to implement Hill Climbing with Random Restarts. You may use Best Improvement or First Improvement (just clearly state your choice). Make sure to include the following: Make the number of random restarts, k, an easily modifiable parameter. • Keep track of the best solution found across all of the restarts. (b) Report results for at least two different values of k. (c) Include relevant excerpts of commented Python code to implement the solution.I'm struggling to create 5 histograms for a set of data in Python. Conceptually the code should produce a histogram which gets smoother and closer to a normal curve as the number of values increases in the array. Mine are all plotting on the same graph however and are separated at weird values and I don't know why. They're not curve like at all. For reference, my 5 arrays of values are generated randomly from a normal distribution with a mean of 12, standard deviation of 1, and contain 5, 50, 500, 5000, and 5000000 values respectively.Java problem implement this specification. In addition, while Scanner input and System.out output will take place only in the main method, all solitaire game simulation and computation of the first player win probability estimate should take place in a method getAdvantage that takes an integer parameter for the number of games to simulate, and returns a double-precision floating-point first player win probability. The main method will read the desired number of simulations, call method getAdvantage with that number, and report the returned number in the specified format. Specification: First-Player Advantage Pig is a folk jeopardy dice game with simple rules: Two players race to reach 100 points. Each turn, a player repeatedly rolls a die until either a 1 ("pig") is rolled or the player holds and scores the sum of the rolls (i.e. the turn total). At any time during a player's turn, the player is faced with two decisions: roll - If the player rolls a 1: the player scores nothing…
- Modify the producer-consumer implementation code bellow, so that it uses monitors to handle race conditions instead of semaphores or mutexes. Use the pthread library implementation #include <pthread.h> #include <semaphore.h> #include <stdio.h> #include <stdlib.h> #define BUFFER_SIZE 20 pthread_mutex_t mutex; int count = 0; int buffer[BUFFER_SIZE]; pthread_t tid; int producers = 0, consumers = 0; void insert(int item) { while (count == BUFFER_SIZE); if (count < BUFFER_SIZE) { buffer[producers] = item; producers++; producers=producers%BUFFER_SIZE; sleep(1); } return; } int remove_item() { int item; while (count == 0); if (count > 0) { item = buffer[consumers]; buffer[consumers] = buffer[consumers - 1]; consumers++; consumers=consumers%BUFFER_SIZE; sleep(1); } return item; } void * producer(void *param) { int item; while (1) { item = rand() % BUFFER_SIZE; while (count >= BUFFER_SIZE);…In Ruby code only. Correct and detailed answer will upvoted else downvoted. Output screenshot required. You are given n sections on the Ox-hub. You can drive a nail in any integer point on the Ox-hub line nail thus, that all portions containing this point, are considered made certain about. In the event that the nail goes through endpoint of some fragment, this section is viewed as nailed as well. What is the most modest number of nails expected to nail every one of the portions down? Input :The primary line of the input contains single integer number n (1 ≤ n ≤ 1000) — measure of sections. Following n lines contain portrayals of the fragments. Every portrayal is a couple of integer numbers — endpoints organizes. Every one of the directions don't surpass 10000 by outright worth. Fragments can degenarate to focuses. Output : The primary line ought to contain one integer number — the most modest number of nails expected to nail every one of the sections down. The subsequent line…The task is to implement part of a linter program using python. Specifically, you must be able to scan for grouping symbols ( "()", "[]", "{}” ) and ensure that there are no hanging open symbols or stray closing symbols in the source file. The implementation must involve recursion in terms of scanning for the scope. If a different closing symbol is encountered or the end of file is reached, the error message "Line : missing closing symbol for "" should be displayed. For stray closing tags, the message "Line : stray closing symbol for "". Note: Do not use "stack" in your code.
- Write a Perl program that uses a hash and a large number of operationson the hash. For example, the hash could store people’s names and theirages. A random-number generator could be used to create threecharacter names and ages, which could be added to the hash. When aduplicate name was generated, it would cause an access to the hash butnot add a new element. Rewrite the same program without using hashes.Compare the execution efficiency of the two. Compare the ease ofprogramming and readability of the two.Make a BST implementation that uses three arrays to represent the BST: an array for keys, an array for left and right array indices, and an array for right array indices. The maximum size supplied in the constructor should be preallocated to the arrays. Compare the performance of your programme to that of the typical implementation.An ndarray assignment operation in Python in line with the intention of copying appearsto mess up the computation that follows. What may have gone wrong? And how would you correctthe indicated piece of code? Explain. Please no handwriting.