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Hi
My team has been working on the county level projection including internal migration using estimateAccount, but it takes more than a few days to convergence. So we decided to use supercomputers …
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Consider the following resources for machine learning, probability, and classic AI
## tagged machine learning
[Wheel/Rail Adhesion State Identification of Heavy-Haul Locomotive Based on Particle…
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### Describe the issue:
I have a few models where I have to do some rather complex tensor manipulation, and moving from 5.12 to 5.13 quite a few of them broke down with JAX errors.
As the models t…
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I'm going to log my activities regarding probabilistic programming languages on this issue page.
This will lead to a new BNN model using a more powerful Python library, i.e. **Pyro**.
I'll also put…
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> I'm starting to believe that maybe it is better not to talk about data at all, perhaps it is best to ask users to directly return a cost (or a vector of costs if it makes sense for some algorithms…
jbrea updated
4 years ago
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Connor's option-- do MH moves that impact all particles at once.
Erick's option-- for each particle with some probability, propose a MH move for the rate parameters. This duplicates the particle when…
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* [Link](https://journals.aps.org/prx/pdf/10.1103/PhysRevX.8.011006)
* Title: Neural-Network Quantum States, String-Bond States, and Chiral Topological States
* Keywords (optional):
* Authors…
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As most Qinfer developers know, myself and @ihincks have been working on extending the features and ideas of Qinfer to a more general class of probability distributions as discussed in #66. My [forks…
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Hi,
I have two questions about handling noise during inference in Gen.
1) Is there a way to add noise into the generative model (for instance, into the post-collision velocity angle in a physi…
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Metadata about particles is useful and currently includes things such as a cached log likelihood, but could also include a cached ML distance estimate or other information. Currently metadata is store…