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### Subject of the issue
We have some explicit gradient functions for gaussian distribution https://github.com/pgmpy/pgmpy/blob/dev/pgmpy/sampling/base.py#L97. If we replace this with one of the auto…
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I am implementing a discrete Bayesian network using a few Nonlinear functions and cannot get the `messagePassingAlgorithm()` method to run without error. The resulting graph has all its edges terminat…
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This module will show the evolution of sampling algorithms showing the ground truth and samples that are accepted/rejected, importance weights and so on.
The idea is to provide a video generation …
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https://huggingface.co/papers/2404.01367
| Why (Problem/Need) | What (Theory/Keyword) …
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We might want to add a comparison oriented tutorial for various sampling algorithms at some point. Two previous tutorials that I find relevant are
- https://github.com/mlss-2019/tutorials/blob/mas…
yebai updated
4 years ago
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https://cs.stanford.edu/people/jure/pubs/sampling-kdd06.pdf
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I usually start scripting my analyses with other algorithms, such as meanfield, make sure the script is running smoothly and without errors, and only then replace meanfield with "sampling" and run the…
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Hi vllm maintainers,
Thanks for the awesome project!
I'm wondering is there a deterministic option/flag to let the model generate identical results in different runs with the same prompts? (Also…
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This issue should address the question on how to solve an inference problem using sampling routines (for example [MCMC](https://en.wikipedia.org/wiki/Markov_chain_Monte_Carlo)) in a parallelization fr…
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I'm reading [this master thesis](https://tspace.library.utoronto.ca/bitstream/1807/98008/2/Gao_Jian_201911_MAS_thesis.pdf) (Thompson Sampling with Belief Update for Piece-wiseStationary Multi-armed Ba…