Due April 7th at 6PM EST Answer the following questions, showing your work where necessary. Please explain your answers and work. :::info We encourage the use of $\LaTeX$ to typeset your answers, as it makes it easier for you and us, though you are not required to do so. ::: :::warning Do NOT include your name anywhere within this submission. Points will be deducted if you do so.
3/23/2023:::info Conceptual questions due Monday, 03/20/2023 at 6:00 PM EST Programming assignment due Friday, 03/24/2023 at 6:00 PM EST ::: In this assignment, you will be building a Language Model to learn various word embedding schemas to help minimize your NLP losses. Please read this handout in its entirety before beginning the assignment. Theme  Oh no! One of our HTAs, Nitya, has been turned into a toy fish and was captured by evil toy fishermen. To save her, we must commence Operation RNN (Release Nitya Now)
3/16/2023:::info Conceptual section due Friday, February 3 at 6:00 PM EST Programming section due Friday, February 3 at 6:00 PM EST ::: Welcome to the first (conceptual) homework assignment of CSCI1470/2470! This assignment is just meant to be a short math review of concepts from Linear Algebra and Probability that you will need for this course, and also get you set up with a course virtual environment so that you will be ready to start the first programming assignment (Homework 1). First we'll introduce some starting concepts and ask you to expound on the details. While this doesn't have to be necessarily easy, it should prepare you for some of the early material and can be used to judge comfort with things that will come up a lot in the course. :::info
3/15/2023:::info Conceptual questions due Monday, March 6th, 2023 at 6:00 PM EST Programming assignment due Friday, March 10th, 2023 at 6:00 PM EST ::: As Blueno travels through the deep sea, he decides to make good use of the travel time to finally learn to distinguish the creatures he often sees swimming around. However, Blueno thinks he might need a little help. He's traveling alone, so we won't be there to help him, but we can help him in a different way. We decide to build a model that he can access in his submarine to hopefully aid him in learning to distinguish between cat(fish) and dog(fish). In this assignment, you will be building a Convolutional Neural Network (CNN) with pooling layers using the CIFAR dataset to learn to distinguish cats and dogs. Please read this handout in its entirety before beginning the assignment. Theme
3/11/2023