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https://arxiv.org/pdf/1607.08316.pdf
https://github.com/ilija139/HORD
Would this be possible to implement as a new feature?
It seems to perform better than other bayesian optimization methods…
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I am doing Chapter 7 Exercise of this book, and not sure if I am understanding Question No.3 correctly.
Attached is the solution I gave for this exercise along with my questions.
Could you pleas…
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For PDF / PMF and CDF modules, it would be good to have an option to request the logarithm of the density or probability instead. This functionality is e.g. useful for maximum likelihood estimation an…
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### Discussed in https://github.com/pgmpy/pgmpy/discussions/1479
Currently, there are two formats in which data can be returned from `BeliefPropagation:query` and related methods:
* a joint dis…
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Using mini-batches with ADVI might be an efficient solution to local minima. Test it on the smoothly broken power law. If it works, add it to the demo in your existing branch. We might make it a gener…
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- show both bayesian & multi-step MLE?
- choosing parameters for priors
- burnin time is important - make it long enough. 2000-4000 or so
- look at the output, rhats
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This is the tracking issue for `run`, mostly for myself.
The design doc is available [here][doc] (Google Docs) and [here](https://github.com/martinvonz/jj/blob/main/docs/design/run.md) (docs/desig…
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## Goal
Current infrastructure produces flags for specific convergence criteria that can be adjusted by the user (with provided defaults). We should provide some documentation of how to troubleshoot …
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Contains clear explanations of the following:
- Bayesian analysis
- Micro-macro models
- Exploratory data analysis
- Predict (glm)
- Factor analysis with psych package
- Mixed models
- Fracti…