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A personal repository to work on the assignments for CAP5619: Deep and Reinforcement Learning Fundamentals at Florida State University.

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CAP5619-sp24

This is a personal repository to manage the assignment submission for CAP5619: Deep and Reinforcement Learning Fundamentals at Florida State University.

Topics of each HW

EC = Extra Credit

HW# Topic Grade I got
1 Activation functions, Feedforward NNs, Distributed representations of words 60+8(EC)/60
2 Regularization and Optimization 60/60
3 Convolutional and Recurrent Neural Networks 75/75

Topics of each Programming Assignments

P# Topic Grade I got
1 Neural Network Architectures, Optimization and Regularization Techniques 100+10(EC)/110
2 Transformers and Large Language Models 100/100

Term Project

Title: Transformers and Its Sensitivity

Submission Grade I got
Proposal 10/10
Final Report 90/90

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A personal repository to work on the assignments for CAP5619: Deep and Reinforcement Learning Fundamentals at Florida State University.

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