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**What is your question?**
Is the `NearestNeighbors.kneighbors` problem well-suited for GPU? I find it quite slow for big data on the GPU. I've ran the following on a single RTX2080TI and a 32-core A…
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We have a feature request from the AutoML community -- some other tools (TPOT and auto-sklearn is working to add this right now) have the ability to do checkpointing. We could add this functionality …
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Add prediction intervals: https://en.wikipedia.org/wiki/Prediction_interval
Request on Stack Overflow: https://stackoverflow.com/questions/66677651/is-there-a-manual-or-automatic-way-to-obtain-pred…
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Machine object should return a reference to themselves (like in sklearn)
```cpp
auto machine = pipeline->over(std::make_shared())
->composite()
…
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How can one get back the values of categorical variables from a fitted model? Let's say that I have a model where one of the features is a categorical variable, is there a way to get back the values o…
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Hello there,
I was trying to see how I would write a custom parser to make it so that a model converted from xgboost classifier could only return probabilities, not the standard label and dictionar…
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Is there any way to export auto_ml models to use in other languages?
Sort of like there is [PMML](https://en.wikipedia.org/wiki/Predictive_Model_Markup_Language) for many other models like lgbm/xgb…
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## Describe the bug ##
`auto-sklearn` does not install in Python 3.10 and 3.11-based environments.
Before this issue is fixed (as it will take some time), please update the documentation, stating …
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What can be done to better wrap the `elm.pipeline.steps` classes for appearance, `repr` - `str`?
Currently this is a repr of a Pipeline from PR #221 (run from the `elm/tests` directory):
```
…
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The main.py in this repo gives the following error when running the main.py file.
```
File "/home/femme_js/auto-tabnet/main.py", line 87, in
study.optimize(optimization_function, n_trials…