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Last active April 12, 2021 14:41
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Architecture_Notes.MD

model.py

Context Manager

https://github.com/pymc-devs/pymc3/blob/master/pymc3/model.py#L277

One of the important pieces of code that handles variable instantion I think.

TODO:

  • Find where RVs register themselves with this context.
  • Be able to articulate how the context manager works

Factor

https://github.com/pymc-devs/pymc3/blob/master/pymc3/model.py#L409 Implements the interface for things that have logps associated with them like RVs or models

GradientValueFunction

https://github.com/pymc-devs/pymc3/blob/v4/pymc3/model.py#L340 Probably gets the gradient and gets a value. Need to dig into this further

Model

https://github.com/pymc-devs/pymc3/blob/v4/pymc3/model.py#L495 This is where the meat is at

model.register_rv

https://github.com/pymc-devs/pymc3/blob/v4/pymc3/model.py#L906

model.point_logps

https://github.com/pymc-devs/pymc3/blob/v4/pymc3/model.py#L1364

Short todo

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