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The LHS implementation in this package has exponential runtime (depending on number of samples). This makes this package unusable if one needs > 20 samples. Just posting this here as a warning if one …
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```
Definition of a polynomial object.
Parameters
----------
parameters : list
A list of parameters, where each element of the list is an instance of the Parameter class…
psesh updated
4 years ago
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This could help to ensure that the global minimum is actually found, and that any potential local minima are included in the cross-validation calculation (see #41).
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I am trying to reproduce the example 'Model import using the Petab format' from the documentation. I am running the following code from inside an pyPESTO docker container. Unfortunately, I get a `Modu…
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Dear user,
Recently, I faced a problem with sobol analysis results
```python
# Perform analysis
Si = sobol.analyze(problem, Y, calc_second_order=True, num_resamples=100,
conf_leve…
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The example in the Readme.md is not working with Python3.6. The k and l are 2-D numpy matrices that need to be converted to np.arrays before sending to matplotlib. In addition, the 'col' parameter nam…
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Hi all,
I want to regress a (very simple) 2D function by GPyTorch.
The mean from the trained model is reasonable, though the confidence interval seems to be too large.
I am wondering how can I im…
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Currently the only tuning strategy supported by MLJ is `Grid` for grid search. Improvements to the tuning strategy API would make implementing new strategies easier and allow for more general spaces o…
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# Context
I have been trying to create a GP emulator for a computer model which maps 354-dimensional input onto 30-dimensional output.
For this purpose, I tried using Multitask Exact GP with RBF k…
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perhaps Latin Hypercube?