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There is a class of MCMC algorithms like Hamiltonian Monte Carlo or HMC (https://arxiv.org/pdf/1701.02434) which numerically integrate Hamiltonian's equations (with some noise) to generate random walk…
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Hamiltonian Monte Carlo (HMC) is a widely used, gradient based, MCMC algorithm, that is the backbone of Stan's inference. I plan to implement it for monad-bayes. Todos (checkboxes indicate things done…
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Following [this discussion](https://github.com/blackjax-devs/blackjax/discussions/496), I would like to suggest implementing discontinuous Haniltonina Monte Carlo methods in Blackjax.
### Presentat…
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It appears that most of the code needed to perform a fit on source weights, spectral index and number of source weights is already included in the `flarestack.core.minimisation.FitWeightMinimisationHa…
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Ideally implement these two different papers
- https://arxiv.org/abs/1709.00404
- https://arxiv.org/abs/2104.05134
They both build on this https://rss.onlinelibrary.wiley.com/doi/full/10.1111/r…
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**Describe the bug**
Calling Force estimator from Legacy code leads to an error which was not present in the past. This is an attempt at reproducing the Paper on MDF using the input files in the MDF …
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# Hamiltonian Mechanics | Jake's Blog
In this post, I discuss the physics behind Hamiltonian Monte Carlo (HMC), Hamiltonian Mechanics.
[https://jakee417.github.io/posts/hamiltonian-mechanics/](https…
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Nishimura et all (2020) propose an HMC integrator that should work well discontinous likelihoods and hence also for discrete parameters. I was wondering if this could be added to AdvancedHMC as it h…
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In figaro 1.4.0 and later the `likelihood.py` file no longer exists and the log_norm function is in `_likelihood.py` instead.
https://github.com/sterinaldi/FIGARO/blob/main/figaro/_likelihood.py#L41
…
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**Describe the bug**
The several results in the tutorial are not correctly drawn because of KeyboardInterrupt.
I found there are two KeyboardInterrupt at
- The creating Hamiltonian at [Monte Carlo…