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When data values are too large to fit a tree-based model, the AutoML search can raise a value error. This issue is an edge case, so not a high priority but helpful to track.
```python
from numpy i…
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Steps to reproduce
- import multiple ensembles
- define name for each ensemble
- store project and close
- reload project
- users report identical name for all ensembles, not the custom name giv…
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Comparing multi-GPU dask.xgboost regressor training with single GPU xgboost training on the same sample dataset, I generally get similar RMSE results if I use the same number of boosting rounds. This …
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- [Supervised Descent Method](http://xiong828.github.io/sdm.html)
- [Global supervised descent method](http://xiong828.github.io/pub.html)
- [Supervised Descent Method for Solving Nonlinear Least Squa…
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### Issue Description
When you explain RandomForest models (and sometimes even GradientBoostingTrees with Sklearn) using TreeSHAP explainer, tree-shap script breaks.
I was assuming that this wa…
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Can I work on this issue?
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e. g. the occupation types
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Hi,
I'm using rfsrc to fit a survival model, but the c-index calculation is very slow, which also makes the performance and VIMP calculation takes very long time I think.
1. is there any way to ch…
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Hi Marjolein,
thanks again for the great lecture about machine learning & psychometrics.
I've gone through the provided tutorials, and noticed a few things that I would like to provide as a sugg…
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## Context: the new `global_dtype` fixture and `SKLEARN_RUN_FLOAT32_TESTS` environment variable
Introduction of low-level computational routines for 32bit motivated an extension of tests to run the…