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- need help with python by using import numpy as np from matplotlib import pyplot as plt from scipy.optimize import fsolveneed help with python by using: import numpy as np from scipy.integrate import odeint import matplotlib.pyplot as pltimport numpy as np import json img_codes = np.load("data/image_codes.npy") captions = json.load(open('data/captions_tokenized.json')) for img_i in range(len(captions)): for caption_i inrange(len(captions[img_i])): sentence = captions[img_i][caption_i] captions[img_i][caption_i] = ["#START#"] + sentence.split(' ') + ["#END#"] # Build a Vocabulary from collections import Counter word_counts = Counter() # Compute word frequencies for each word in captions. See code above for data structure # YOUR CODE HERE #Testing condition:- vocab = ['#UNK#', '#START#', '#END#', '#PAD#'] vocab += [k for k, v in word_counts.items() if v >= 5 if k not in vocab] n_tokens = len(vocab) assert 10000 <= n_tokens <= 10500 word_to_index = {w: i for i, w in enumerate(vocab)} #for reference and more detail go to ---> https://colab.research.google.com/github/hse-aml/intro-to-dl-pytorch/blob/main/week06/week06_final_project_image_captioning.ipynb#scrollTo=x_wH1bYu-QK8
- Using Java Create data-files/model/cube.off, an axis-aligned cube with unit edge lengths, centered at the origin. You may make this file in a text editor directly, or write a procedure to generate it.Add the quicksort algorithm to this python code. Below is the code to modify # selectionsortanimation.py"""Animated selection sort visualization."""from matplotlib import animationimport matplotlib.pyplot as pltimport numpy as npimport seaborn as snsimport sys#from ch11soundutilities import play_sounddef update(frame_data):"""Display bars representing the current state."""# unpack info for graph updatedata, colors, swaps, comparisons = frame_dataplt.cla() # clear old contents of current Figure# create barplot and set its xlabelbar_positions = np.arange(len(data))axes = sns.barplot(bar_positions, data, palette=colors) # new barsaxes.set(xlabel=f'Comparisons: {comparisons}; Swaps: {swaps}',xticklabels=data)def flash_bars(index1, index2, data, colors, swaps, comparisons):"""Flash the bars about to be swapped and play their notes."""for x in range(0, 2):colors[index1], colors[index2] = 'white', 'white'yield (data, colors, swaps, comparisons)colors[index1], colors[index2] = 'purple',…Please do this in JAVA PROGRAMMING Note: The attached images are the instructions and the target output relatives.dat file in text: 14 Jim Sally Fred Alice Jim Tom Jim Tammy Bob John Dot Fred Dot Tom Dot Chuck Bob Tom Fred James Timmy Amanda Almas Brian Elton Linh Dot Jason Dot Relatives.java reference file: import java.util.Map; import java.util.Set; import java.util.TreeMap; import java.util.TreeSet; import java.util.Scanner; import static java.lang.System.*; public class Relatives { private Map<String,Set<String>> map; public Relatives() { } public void setPersonRelative(String line) { String[] personRelative = line.split(" "); } public String getRelatives(String person) { return ""; } public String toString() { String output="";…
- Add each element in origList with the corresponding value in offsetAmount. Print each sum followed by a semicolon (no spaces). Ex: If the input is: 4 5 10 12 2 4 7 3 then output is: 6;9;17;15; import java.util.Scanner; public class ComputeOffset { public static void main(String[] args) {final int NUM_VALS = 4;int[] origList = new int[NUM_VALS];int[] offsetAmount = new int[NUM_VALS];int i;Scanner input = new Scanner(System.in); origList[0] = input.nextInt();origList[1] = input.nextInt();origList[2] = input.nextInt();origList[3] = input.nextInt(); offsetAmount[0] = input.nextInt();offsetAmount[1] = input.nextInt();offsetAmount[2] = input.nextInt();offsetAmount[3] = input.nextInt(); /* Your code goes here */ System.out.println();}}complete the Java code based on the template below. The images attached is the project description and sample! Quiz Tree code template: import java.io.PrintStream;import java.util.Scanner;public class QuizTree {QuizTreeNode root;public QuizTree(Scanner inputFile) {root = read(inputFile, root);}private QuizTreeNode read(Scanner input, QuizTreeNode node) {if (!input.hasNext()) return node;String line = input.nextLine();/*** 1. set node to a new node* 2. check if the line is the leaf => return the node* 3. otherwise, set node left = read (input, node left)* set node right = read(input, node right)* return node*/return node;}public void takeQuiz(Scanner console) {takeQuiz(console, root);}private void takeQuiz(Scanner console, QuizTreeNode node) {/*** if the node is a leaf (both children are null) => display the value and return* Split the node value into two values (e.g. blue and green)* prompt the user using nodes' value* get the response from the user and determine is that left or…Using recursion and java, please make a sierpenski carpet Please also comment the code just like the image below. Do not make it fill of hastags
- Computer Science Python Jupiter: Write a script to verify numerically that a proportionate growth model yields a distribution of object sizes, which is log-normally distributed. (only using these libraries: import numpy as np import matplotlib.pyplot as plt )Write the Recurrent Neural Networks in Python for a csv file with product reviews. Ensure that the code is commented line by line. Use existing libraries to output the name of the algorithm, the accuracy precision, recall, F1 score, confusion matrix, means square error, train test split, and class report.language: python so i still have the same question as in the first photo. the answer from the second photo is correct, however i am also not allowed to use string indexing. is there any way i can still do the substitution cipher in the most most most most most basic way?