Pcm for Python
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Contents:
Installation
Introduction
Models Specification
Statistical Model
Encoding- vs. RSA-style models
Model types
Noise Models
Model Fitting
Visualisation
Inference
Regularized regression
Application examples
Mathematical details
API reference
References
Pcm for Python
Models Specification
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Models Specification
Contents:
Statistical Model
Assumption about the signal (
U
)
Assumptions about the Noise
Marginal likelihood
Encoding- vs. RSA-style models
Example
Encoding-style models
RSA-style models
Which approach to use?
Model types
Fixed models
Component models
Feature models
Correlation model
Free models
Custom model
Noise Models
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