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Hello,
I'm working on a project using data from a longitudinal study that has many subjects tied to exam dates and associated features at each of those exam dates. Looking into the core task Spacet…
slppo updated
2 years ago
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In the demo example - what do we do if we need to implement an event detail page.
for each event - if we need an event detail page - do we create each page in index.yaml ?
for 1000's of events - t…
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I propose that we add a new FEP (free energy perturbation) module, as `dc.fep`.
Introduction
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Free energy perturbation has become an increasingly powerful technique in modern drug di…
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## 🚀 Feature
So far, it is possible to get a second order gradient by extracting the first-order gradient as a differentiable tensor:
objective = loss(module, target)
gradients = torch.autograd.g…
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# Short Question Description
What is the suggested way of using AutoSklearn in a nested CV setting, i.e. for example in combination with scikitlearn's `cross_validate`?
# Further details
## The g…
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Loading large datasets (about 150MB) fails at the get_metafeatures step with an unknown error, this error is raised when uploading on both the GUI and the data/datasets/user directory.
alirogpt-lab…
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I am computing two random matrices that are different and totally random. Their CCA shouldn't be high since they are different and random. Google's svcca library gives me much lower CCA values but ana…
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I was trying to apply the early stopping example for a regression problem and got this error:
```
[ERROR] [2022-08-18 04:33:27,482:Client-AutoML(1):botanal] Cannot register callback of type
Traceb…
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I want to use my own metric, but I get a lot of troubles during implementing this. Many of them the are related to each other. So, I hope I will solve all of them.
E.g. if I use this code with 5 minu…
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I trained my model on a 36 core CPU and set `n_jobs=-1` and it worked.
```shell
automl = autosklearn.classification.AutoSklearnClassifier(
n_jobs=-1
)
```
However, from the perspective of …