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The paper "Likelihood-free parameter estimation with neural Bayes estimators" (Sainsbury-Dale, Zammit-Mangion, & Huser, 2023) enables neural amortized *point* estimation, which is generally faster tha…
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This is somewhat minor but it caused me to go back and forth until I figured out what was intended. In this section:
https://training.galaxyproject.org/training-material/topics/statistics/tutorials…
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I'm going through the manual section for space grid. It is new to me and treat me as a user. Input needs to be designed simple, straightforward, as much self-explained as possible.
In the case of `Ca…
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**Describe the bug**
The issue involves inconsistent handling of the `_steps_attr` attribute in several classes inheriting from `_HeterogenousMetaEstimator`. Specifically, the `_steps_attr` attri…
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numpy now has several methods for estimating bin widths. Some are the same as those in astropy, some are different. When possible, we should use the numpy methods (e.g. for 'scott' and 'freedman' (whi…
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Hello, Sir! I noticed that when I apply the generalizable methods on my own pictures, the generated point cloud is quite planar, why does the depth estimator works badly on my own dataset?
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**Describe the bug**
Setting source_dir and entry_point arguments for Estimator in local mode results in wrong entry_point path if the script is not located at the source dir root but inside a sub fo…
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With https://github.com/scikit-learn/scikit-learn/pull/18797 we are making tags an optional requirement for third-party estimators. If there was a compelling reason to adopt tags, I would think that t…
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**Describe the bug**
No matter what is passed into the [get_estimator](https://unit8co.github.io/darts/_modules/darts/models/forecasting/regression_model.html#RegressionModel.get_estimator) method …
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I've started working on getting ZairaChem to run ONNX inference if 'zairachem predict -m' is called with an onnx model. However, seeing as this does not require pointing to a standard ZairaChem model,…