As the concluding project of CS 152, I have compared several Bayesian inference techniques for accuracy and speed.
Inference Techniques in Bayesian Networks
- Proposal
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My original project proposal, along with motivation for the project.
- Background
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What is a Bayesian network, and how does Bayesian inference work in the context of network learning?
- Methodology
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A complete description of my techniques for comparing inference techniques.
- Results
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The outcome of my tests, with analysis of the inference techniques studied.
- References
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Papers and web pages related to Bayesian networks and inference techniques.
- Files
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Code and data relevant to my project.