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def get_class_requirements(major: str, specialization: str) -> str:
# Convert inputs to lowercase for comparison
major = major.lower()
specialization = specialization.lower()
# Check if the major is valid
valid_majors = {"cs", "computer science", "comp sci"}
if major not in valid_majors:
return f"No class requirements found for major {major}"
# Define specializations and their requirements
specializations = {
"computational perception and robotics": """
Pick one (1) of:
CS 6505 Computability, Algorithms, and Complexity
CS 6515 Introduction to Graduate Algorithms
CS 6520 Computational Complexity Theory
CS 6550 Design and Analysis of Algorithms
CS 7520 Approximation Algorithms
CS 7530 Randomized Algorithms
CSE 6140 Computational Science and Engineering Algorithms
And pick one of:
CS 6601 Artificial Intelligence
CS 7641 Machine Learning
And pick three (3) courses from Perception and Robotics, with at least one course from each.
Perception Classes:
CS 6475 Computational Photography
CS 6476 Computer Vision
CS 7499 3D Reconstruction
CS 7636 Computational Perception
CS 7639 Cyber Physical Design and Analysis
CS 7644 Machine Learning for Robotics
CS 7650 Natural Language
Robotics Classes:
CS 7630 Autonomous Robotics
CS 7631 Autonomous Multi-Robot Systems
CS 7633 Human-Robot Interaction
CS 7638 Artificial Intelligence Techniques for Robotics
CS 7648 Interactive Robot Learning
CS 7649 Robot Intelligence: Planning
""",
"computer graphics": """
Pick one (1) of:
CS 6491 Foundations of Computer Graphics
CS 6457 Video Game Design
CS 7496 Computer Animation
And pick one (1) of:
CS 6505 Computability, Algorithms, and Complexity
CS 6515 Introduction to Graduate Algorithms
Electives (9 hours)
And pick three (3) from:
CS 6457 Video Game Design and Programming
CS 6475 Computational Photography
CS 6476 Computer Vision
CS 6491 Foundations of Computer Graphics
CS 6492 Shape Grammars
CS 6730 Data Visualization Principles
CS 7450 Information Visualization
CS 7496 Computer Animation
""",
"computing systems": """
Pick one (1) of:
CS 6505 Computability, Algorithms, and Complexity
CS 6515 Introduction to Graduate Algorithms
And pick two (2) of:
CS 6210 Advanced Operating Systems
CS 6241 Compiler Design
CS 6250 Computer Networks
CS 6290 High-Performance Computer Architecture
CS 6300 Software Development Process OR CS 6301 Advanced Topics in Software Engineering
CS 6390 Programming Languages
CS 6400 Database Systems Concepts and Designs
Any Core Courses in excess of the 9 hour requirement may be used as Computing Systems Electives
And pick three (3) courses from:
CS 6035 Introduction to Information Security
CS 6200 Graduate Introduction to Operating Systems
CS 6220 Big Data Systems and Analytics
CS 6235 Real Time Systems
CS 6238 Secure Computer Systems
CS 6260 Applied Cryptography
CS 6262 Network Security
CS 6263 Intro to Cyber Physical Systems Security
CS 6291 Embedded Software Optimization
CS 6310 Software Architecture and Design
CS 6340 Software Analysis and Testing
CS 6365 Introduction to Enterprise Computing
CS 6422 Database System Implementation
CS 6550 Design and Analysis of Algorithms
CS 6675 Advanced Internet Computing Systems and Applications
CS 7210 Distributed Computing
CS 7260 Internetworking Architectures and Protocols
CS 7270 Networked Applications and Services
CS 7280 Network Science
CS 7290 Advanced Topics in Microarchitecture
CS 7292 Reliability and Security in Computer Architecture
CS 7560 Theory of Cryptography
CS 8803 FPL Special Topics: Foundations of Programming Languages
CSE 6220 High Performance Computing
""",
"high performance computing": """
Must Take:
CSE 6140 Computational Science and Engineering Algorithms
CSE 6220 High Performance Computing
And pick three (3) from:
CSE 6221 Multicore Computing: Concurrency and Parallelism on the Desktop
CS/CSE 6230 High-Performance Parallel Computing: Tools and Applications
CS 6241 Compiler Design
CS 6290 High-Performance Computer Architecture
CS/CSE 8803 Special Topics: Parallel Numerical Algorithms
CSE 6236 Parallel and Distributed Simulation
CSE 8803 Special Topics: Hot Topics in Parallel Computing
""",
"Human Centered Computing": """
Must Take:
CS 6451 Intro to HCC
CS 6452 Prototyping Interactive Systems
CS 7455 Issues in HCC
And pick two (2) from:
CS 6455 User Interface Design and Evaluation
CS 6456 User Interface Software
CS 6460 Educational Technology: Conceptual Foundations
CS 6465 Computational Journalism
CS 6470 Design of Online Communities
CS 6471 Computational Social Science
CS 6474 Social Computing
CS 6476 Computer Vision
CS 6601 Artificial Intelligence
CS 6730 Data Visualization: Principles & Applications
CS 6750 Human-Computer Interaction
CS 6795 Introduction to Cognitive Science
CS 7450 Information Visualization
CS 7451 Human-Centered Data Analysis
CS 7460 Collaborative Computing
CS 7470 Mobile and Ubiquitous Computing
CS 7476 Advanced Computer Vision
CS 7610 Modeling and Design
CS 7632 Game AI
CS 7633 Human Robot Interaction
CS 7637 Knowledge-Based AI
CS 7620 Case-based Reasoning
CS 7641 Machine Learning
CS 7650 Natural Language
CS 7695 Philosophy of Cognition
CS 7697 Cognitive Models of Science and Technology
CS 7790 Cognitive Modeling
CS 8803 Computational Creativity
CS 8803 Expressive AI
CS 8803 Computers, Communications & International Development
""",
"human-computer interaction": """
Must Take:
CS 6456 Principles of User Interface Software OR CS 7470 Mobile and Ubiquitous Computing
CS 6750 Human-Computer Interaction
And pick three (3) courses from the two sub-areas below, including at least one from each sub-area:
Sub-area: Design and evaluation concepts
CS 6010 Principles of Design
CS 6320 Software Requirements Analysis and Specification
CS 6435 Digital Health Equity
CS 6455 User Interface Design and Evaluation
CS 6457 Video Game Design
CS 6460 Educational Technology: Conceptual Foundations
CS 6465 Computational Journalism
CS 6470 Design of Online Communities
CS 6795 Introduction to Cognitive Science
CS 7465 Educational Technology: Design and Evaluation
CS 7467 Computer-Supported Collaborative Learning
CS 7790 Cognitive Modeling
Sub-area: Interactive technology
CS 6440 Introduction to Health Informatics
CS 6730 Data Visualization: Principles & Applications
CS 6763 Design of Design Environments
CS 6770 Mixed Reality Experience Design
CS 7450 Information Visualization
CS 7451 Human-Centered Data Analysis
CS 7460 Collaborative Computing
CS 7470 Mobile and Ubiquitous Computing
CS 7632 Game AI
""",
"interactive intelligence": """
Take one (1) course from:
CS 6300 Software Development Process
CS 6301 Advanced Topics in Software Engineering
CS 6505 Computability, Algorithms, and Complexity
CS 6515 Introduction to Graduate Algorithms
CSE 6140 Computational Science and Engineering Algorithms
And, two (2) courses from:
CS 6601 Artificial Intelligence
CS 7637 Knowledge-Based AI
CS 7641 Machine Learning
And pick two (2) courses from:
CS 6440 Introduction to Health Informatics
CS 6460 Educational Technology: Conceptual Foundations
CS 6465 Computational Journalism
CS 6471 Computational Social Science
CS 6603 AI, Ethics, and Society
CS 6750 Human-Computer Interaction
CS 6476 Computer Vision
CS 7631 Multi-Robot Systems
CS 7632 Game AI
CS 7633 Human-Robot Interaction
CS 7634 AI Storytelling in Virtual Worlds
CS 7643 Deep Learning
CS 7647 Machine Learning with Limited Supervision
CS 7650 Natural Language
CS 8803 Special Topics: Advanced Game AI
CS 6795 Introduction to Cognitive Science
CS 7610 Modeling and Design
CS 7651 Human and Machine Learning
CS 8803 Special Topics: Computational Creativity
""",
"machine learning": """
Pick one (1) of:
CS 6505 Computability, Algorithms, and Complexity
CS 6515 Introduction to Graduate Algorithms
CS 6520 Computational Complexity Theory
CS 6550 Design and Analysis of Algorithms
CS 7510 Graph Algorithms
CS 7520 Approximation Algorithms
CS 7530 Randomized Algorithms
CSE 6140 Computational Science and Engineering Algorithms
And, pick one (1) of:
CS 7641 Machine Learning
CSE 6740 Computational Data Analysis: Learning, Mining, and Computation
And pick three (3) of:
CS 6220 Big Data Systems & Analysis
CS 6476 Computer Vision
CS 6603 AI, Ethics, and Society
CS 7280 Network Science
CS 7535 Markov Chain Monte Carlo
CS 7540 Spectral Algorithms
CS 7545 Machine Learning Theory
CS 7616 Pattern Recognition
CS 7626 Behavioral Imaging
CS 7642 Reinforcement Learning and Decision Making
CS 7643 Deep Learning
CS 7644 Machine Learning for Robotics
CS 7646 Machine Learning for Trading
CS 7650 Natural Language
CS 8803 Special Topics: Probabilistic Graph Models
CSE 6240 Web Search and Text Mining
CSE 6242 Data and Visual Analytics
CSE 6250 Big Data for Health
ISYE 6416 Computational Statistics
ISYE 6420 Bayesian Methods
ISYE 6664 Stochastic Optimization
Approved Substitutions: https://www.cc.gatech.edu/approved-substitutions-specialization-machine-learning-electives
""",
"modeling and simulations": """
Must Take:
CSE 6730 Modeling and Simulation: Foundations and Implementation
And pick one (1) of
CSE 6220 High Performance Computing
ISYE 6644 Simulation
MATH 6640 Introduction to Numerical Methods for Partial Differential Equations
And pick three (3) of:
CSE 6220 High Performance Computing
CSE 6236 Parallel and Distributed Simulation
CSE/CHEM 8803 Special Topics: Quantum Information, Computation, and Simulation
CS 7280 Network Science
INTA 6742 Modeling, Simulation and Military Gaming
ISYE 6644 Simulation
MATH 6640 Introduction to Numerical Methods for Partial Differential Equations
""",
"scientific computing": """
Must Take:
CSE/MATH 6643 Numerical Linear Algebra
And pick one (1) of:
CSE/MATH 6644 Iterative Methods for Systems of Equations
MATH 6640 Introduction to Numerical Methods for Partial Differential Equations
And pick three (3) of:
CS/CSE 6230 High-Performance Parallel Computing: Tools and Applications
CS/CSE 8803 Special Topics: Parallel Numerical Algorithms
CSE 6140 Computational Science and Engineering Algorithms
CSE 6220 High Performance Computing
CSE/MATH 6644 Iterative Methods for Systems of Equations
CSE 8803 Special Topics: Algorithms for Medical Imaging and Inverse Problems
CSE 8803/CHEM 6485 Computational Chemistry
MATH 6640 Introduction to Numerical Methods for Partial Differential Equations
""",
"social computing": """
Pick two (2) of:
CS 6470 Design of Online Communities
CS 6474 Social Computing
CS 6471 Computational Social Science
And pick three (3) more classes including additional classes from the above and:
CS 6238 Secure Computer Systems
CS 6250 Computer Networks
CS 6456 Principles of User Interface Software
CS 6465 Computational Journalism
CS 6505 Computability, Algorithms, and Complexity
CS 6515 Introduction to Graduate Algorithms
CS 6675 Advanced Internet Computing Systems and Applications
CS 6730 Data Visualization: Principles & Applications
CS 6750 Human-Computer Interaction
CS 7210 Distributed Computing
CS 7270 Networked Applications and Services
CS 7280 Network Science
CS 7450 Information Visualization
CS 7451 Human-Centered Data Analysis
CS 7467 Computer-Supported Collaborative Learning
CS 7650 Natural Language
Specialization: Visual Analytics
Must Take:
CS 6730 Data Visualization: Principles & Applications
CS 7450 Information Visualization
CSE 6242 Data and Visual Analytics
And pick two (2) from:
CS 6456 Principles of User Interface Software
CS 6465 Computational Journalism
CS 6491 Computer Graphics
CS 6750 Human-Computer Interaction
CS 6795 Introduction to Cognitive Science
CS 7451 Human-Centered Data Analysis
CS 7641 Machine Learning
CSE 6740 Computational Data Analysis
"""
}
# Define mappings for shortened specialization names
specialization_aliases = {
"computational perception and robotics": {"computational perception and robotics", "cpr"},
"computer graphics": {"computer graphics", "cg"},
"computing systems": {"computing systems", "csys", "comp sys"},
"high performance computing": {"high performance computing", "hpc"},
"human centered computing": {"human centered computing", "hcc"},
"human-computer interaction": {"human-computer interaction", "hci"},
"interactive intelligence": {"interactive intelligence", "ii"},
"machine learning": {"machine learning", "ml"},
"modeling and simulations": {"modeling and simulations", "ms"},
"scientific computing": {"scientific computing", "sc", "scico"},
"social computing": {"social computing", "soc", "soco"}
}
# Find the matching specialization
for spec_name, aliases in specialization_aliases.items():
if specialization in aliases:
return specializations[spec_name]
return "Specialization not found in available MSCS Specializations"
if __name__ == '__main__':
major = "Computer Science"
specialization = "ml"
requirements = get_class_requirements(major, specialization)
print(requirements)
print() |