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This issue will be used to update on the progress of the likelihood optimization. I'm still not satisfied with he performance of the likelihood calculation so I'm testing all available free parameters…
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# Likelihood-Free Inference Toolbox
Development of a common framework for likelihood inference based on a probabilistic programming language.
Contacts: @EiffL
Participants: @jan-matthis @hpeso…
EiffL updated
5 years ago
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Hello,
i have maybe a more type of general question. Is it still possible to perform Bayesian inference when the likelihood is basically deterministic. In my problem set up, i have a prior about s…
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#### Feature description
I'm looking to extract the exact probability for occupancy of cells within the generating occupancy grid. I see slam_toolbox works in 3 states of occupied, free, and unk…
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I hope this is the right place to ask and, if by any chance, you recognise I have missed something and/or this is not the right place to ask feel free to delete this message.
I was trying to add vuln…
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We want to have models behave reasonably when fit to "sufficiently nice" data. Right now if you fit an Exact GP with a `GaussianLikelihood` to such target data (e.g. a constant or a linear function), …
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(found by chance)
Staub, Kevin E., and Rainer Winkelmann. 2013. “Consistent Estimation of Zero-Inflated Count Models.” Health Economics 22 (6): 673–86. https://doi.org/10.1002/hec.2844.
assumes
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Presentation slides: https://docs.google.com/presentation/d/1UUC56AFV6-b5c_bdOu9Whto0HwHTJRf2uwYgvPgNsbI/edit?usp=sharing
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[Greenberg et al. 2019](http://proceedings.mlr.press/v97/greenberg19a/greenberg19a.pdf) uses normalizing flows to perform Bayesian inference on simulators with intractable likelihoods. This seems clos…
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- https://www.freecadweb.org/index.php
- https://www.blender.org/
Additional lower likelihood options:
- Other CAD software: https://all3dp.com/1/best-free-cad-software-2d-3d-cad-programs-design/