Page Index - davidlabee/Graph4Air GitHub Wiki

66 page(s) in this GitHub Wiki:

• Home
• 🌍 Graph4Air - Air Pollution Mapping with Graph Neural Networks
• 📘 Project Overview
• 👥 Team Members
• 🎯 Project Goals
• 🗂 Wiki Structure
• Baseline Graph Design
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• Baseline Model Architecture
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• Bias and Overfitting in Road‐Network GNNs
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• Data Exploration
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• David's architecture for his scripts
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• David's Graph Design
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• David's Model hyperparameter tuning
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• David's most optimal parameter search
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• Davids Graph literature
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• Evaluation & Visualization
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• Graph Construction Methods
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• Literature Overview
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• Meeting notes
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• Meeting notes week 1
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• Meeting notes week 10
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• Meeting notes week 2
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• Meeting notes week 3
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• Meeting notes week 4
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• Meeting notes week 5
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• Meeting notes week 6
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• Meeting notes week 7
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• Meeting notes week 8
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• Meeting notes week 9
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• Model Architecture
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• Palmes validation
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• Pieter's Graph Design
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• Potentially handling outliers
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• Scoreboard
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• Thinking about the Model Architecture
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• Transductive vs Inductive Learning in GNNs
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