Andreas Huber

'prompt' module slowing down navigation in sshfs mounted directories

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### Description Navigating inside a directory that is mounted via sshfs is extremely slow. I narrowed it down to some features inside the prompt module. A simple `ls` takes several...

Problem: The SHAP values calculated for a simple tree are not consistent with the results from an independent TreeSHAP calculation catboost version: 53d0174ebc2f66336433f8636a596790055f090d Operating System: Ubuntu 22.04 CPU: Intel(R) Xeon(R)...

feat: SHAP value support for XGBoost's binary classification models

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Add SHAP value calculation for XGBoost binary classification taskss.

Add RF clsf inference hyperparameters

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# Description Adds hyperparameters to random forest classification. Adds all the necessary glue logic in oneDAL to set the parameters in the DAAL kernel, to which the oneDAL implementation falls...

feat: SHAP values for binary classification [target: r2025.0]

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# Description Enable calculation of SHAP values for binary classification models Changes proposed in this pull request: - Allocate result similar to GBT regression - Rely on GBT regression SHAP...

FEAT(forest): hyperparameter support for RF clf inference

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## Description Add hyperparameters to Random Forest classification inference, corresponding oneDAL changes in https://github.com/oneapi-src/oneDAL/pull/2638 * Add hyperparameters to `forest.py` & `forest.cpp` where supported by oneDAL * Add tests that set...

## Description This PR introduces a check using the `cmp` command in the macros responsible for publishing header files from the `include` directory to the `__release_*` directories. With this enhancement,...