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Title: Implement logprob convenience for Liesel models by jobrachem · Pull Request #254 · liesel-devs/liesel · GitHub

Open Graph Title: Implement logprob convenience for Liesel models by jobrachem · Pull Request #254 · liesel-devs/liesel

X Title: Implement logprob convenience for Liesel models by jobrachem · Pull Request #254 · liesel-devs/liesel

Description: A probabilistic programming framework. Contribute to liesel-devs/liesel development by creating an account on GitHub.

Open Graph Description: This PR implements two classes that provide convenience for Liesel models: lsl.LogProb and lsl.FlatLogProb. The idea is to provide easy, direct access to a Liesel model's log prob, log lik and ...

X Description: This PR implements two classes that provide convenience for Liesel models: lsl.LogProb and lsl.FlatLogProb. The idea is to provide easy, direct access to a Liesel model's log prob, log lik ...

Opengraph URL: https://github.com/liesel-devs/liesel/pull/254

X: @github

direct link

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og:image:altThis PR implements two classes that provide convenience for Liesel models: lsl.LogProb and lsl.FlatLogProb. The idea is to provide easy, direct access to a Liesel model's log prob, log lik and ...
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Implement logprob convenience for Liesel modelshttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254#top
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add parental_submodel methodhttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/f18f3cfcb4e5a9cce12e9e4f7ee60f59d05d1ed2
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add extract_position methodhttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/26dbebb84ba6903a1f28b7c5abb0d968b9711999
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add update_state methodhttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/351a85f4c80a2ffcf44acd6e8f58637f9a03ce0c
351a85fhttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/351a85f4c80a2ffcf44acd6e8f58637f9a03ce0c
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add Model.predict methodhttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/3f1baca53f1dc493f988cd95da700c2eb9240c7b
3f1bacahttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/3f1baca53f1dc493f988cd95da700c2eb9240c7b
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add Var.predict methodhttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/d5208a1066b5f28c5967f2d66013c600ae9578f3
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use in_model_method decoratorhttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/42c8f40ae0da77c87b425b012dc492629faea40e
42c8f40https://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/42c8f40ae0da77c87b425b012dc492629faea40e
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add test for prediction with unused key in sampleshttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/8b39726a078cca2e5d8650f3798cf5fca518a1d3
8b39726https://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/8b39726a078cca2e5d8650f3798cf5fca518a1d3
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implement log prob classeshttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/7e9e80464a29552d6b325b6d268d68881b903e5e
7e9e804https://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/7e9e80464a29552d6b325b6d268d68881b903e5e
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reorganize arguments for FlatLogProbhttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/b88bb272174d2bd1cd3028d1a7b4f37cff3b5789
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Merge branch 'main' into logprobhttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/5d75f3b88139a9c27b6278ea32610d8fd6614bc5
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Apr 21, 2025 https://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254#ref-issue-3008837533
Implement logLik method liesel-devs/rliesel#15 https://patch-diff.githubusercontent.com/liesel-devs/rliesel/issues/15
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Update logprob.pyhttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/2a31e35e97df4577238392f9c2444e95a2c4aba1
2a31e35https://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/2a31e35e97df4577238392f9c2444e95a2c4aba1
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Merge branch 'main' into logprobhttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/6b4fff25472211243dcc7751f456d9d35b9c824c
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update liesel log probhttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/da63ff53ece5c5a5d90419c874ab3aa5ee3e54a3
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add interface log probhttps://patch-diff.githubusercontent.com/liesel-devs/liesel/pull/254/commits/19a98110460efa14eaffeff7aa4e293bddf78fd8
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