1. preferred way: Upload a single Python notebook .ipynb type. In the notebook, theoretical or written answers should be in the from of mark- down cell. And Python code in the code format. The grader should be able to run your code from the web browser and Jupyterlab without problem.
2. Submit two files. A pdf file answering theoretical and written questions. This file can wither be either typeset or can be handwritten, and then scanned using apps such as CamScan. If you are scanning make sure your file is in pdf format and legible. The second file should contain your Python scripts and be in the .py form. The grader should be able to copy and paste your file and run it without any problem.
1. keras/Python Project: In this project, you are going to experiment with a simple, two-variable function, and see for what combinations of layers, number of latent variables in each layer, and size of data can get reasonably close to learning them.
R. We define the follow-
Suppose f(x, y) is a function from [0, 1] × [0, 1] →
ing classification problem: A point (x1, x2) is “orange” if f(x1, x2) ≤ 0,
and “blue” if f(x1, x2) > 0. For instance, if
f(x1, x2) = (0.5 −x2 −y2)(1 −x2 −y2)(2 −x2 −y2)(4 −x2 −y2)(9 −x2 −y2)
then the true color classes look like the left diagram below. If we select a number of randomly chosen points in the range (x1, x2) ∈ [0, 1] ×[0, 1] and then plug their x1, x2 values in f( , ), we can color these points orange or blue, according to whether the value of f( , ) is positive or negative. A sample is shown in the graph on the right below.
CS 340 Milestone One Guidelines and Rubric Overview: For this assignment, you will implement the fundamental operations of create, read, update,
Retail Transaction Programming Project Project Requirements: Develop a program to emulate a purchase transaction at a retail store. This
7COM1028 Secure Systems Programming Referral Coursework: Secure
Create a GUI program that:Accepts the following from a user:Item NameItem QuantityItem PriceAllows the user to create a file to store the sales receip
CS 340 Final Project Guidelines and Rubric Overview The final project will encompass developing a web service using a software stack and impleme
