I need help with 2 tasks related to computational social systems

Please find the assignment attached. Question 1 is about inverse transform method using a Poisson distribution. Question 2 is about accept-and-reject method using a negative binomial and geometric distribution. This is all done in Python....

Using Regular expression, write a python program to parse the text file named 'student_data.txt'. i need help with writing code, and comments and seeing the code work...

I need help with programming a neural network, only a single perceptron, with multiple iterations. Here are the following parameters: two input values: [0.8,0.9] desired output: 0.95 bias = 0 eta = 5.0 weights: [0.24, 0.88] I do not understand how to code in Python these following questions: 1. Calculate the Activation Function Value (mathematically on scratch, I received the correct answer of 0.7279) 2. Restart the program with the same initial conditions and perform 75 iterations where you can update the weights and the bias. What is the activation function value now after the 75th weight/bias update? 3. Use these initial values as inputs, weights, and eta, but CHANGE the desired output to 0.15. Perform the Perceptron Delta Function to update the weights and do this for 30 iterations. What is the activation function value after the 30th iteration? The actual output must be based on the 30th weight update after which the inputs are fed forward through the network to produce an activation function value....

In this project, you will break the problem down into a set of requirements for your game program. Then you will design your game by creating a storyboard and pseudocode or flowcharts. Remember, in Project One, you are only designing the game. You will actually develop the code for your game in Project Two. Review the Sample Dragon Text Game Storyboard in the Supporting Materials section to see a sample storyboard for a dragon-themed game. You will begin by creating a storyboard to plan out your game. Using one of the templates located in the What to Submit section, write a short paragraph that describes the theme of your game by answering all of the following questions: What is your theme? What is the basic storyline? What rooms will you have? (Note: You need a minimum of eight.) What items will you have? (Note: You need a minimum of six.) Who is your villain? Next, you will complete your storyboard by designing a map that organizes the required elements of the game (rooms, items, and villain). Using the blank map in your template, organize the different rooms and the items in each room. The following requirements must be met: There must be a minimum of eight rooms. Each...