[SOLVED] COMSCI260-Homework 1 Linear Logistic Regression Model & Linear SVM model on MNIST Dataset

30.99 $

Programming resource
Digital learning resource
Category:
✓ Practical programming resource
✓ Suitable for guided study and reference
✓ Tutor guidance available when needed

Description

Rate this product

In this homework, you are asked to implement and solve linear Logistic Regression model and Linear SVM model (without regularization term) on MNIST dataset. In this task, you only need to perform binary classification on digit 0 and 1. Details of these models could be found in lecture 2 slides. We provide a skeleton code for data loading and iterations of training data. You are asked to implement the rest of training in Pytorch code. You are required to optimize the model by using SGD and Momentum methods.

Resource details

Understand the Task Before You Use the Resource

Review the requirements, identify the programming concepts involved, study the implementation and test your understanding with your own examples and modifications.