-
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 …
-
# User Story
As a machine learning developer, I want to use machine learning or deep learning to predict the direction of any crypto-asset (i.e. btc_usdt), so that I can develop ML-based indicators…
-
-
Wondering if you have thought of adding support for local interpretability e.g. Tree SHAP? (https://arxiv.org/pdf/1802.03888.pdf).
I've just tested the TreeExplainer in SHAP, applied on random fore…
-
**Describe the bug**
I'm trying to build a Random Forest Regressor using cuml.dask.ensemble.RandomForestRegressor.
collab V100 GPUs are used.
**Steps/Code to reproduce bug**
from cuml.dask.ensem…
-
According to a [pdb article](https://pdb101.rcsb.org/learn/guide-to-understanding-pdb-data/resolution), the smaller the resolution the more accurate the measurement. The measured resolution is given i…
-
The numeric test for xgboost regressor converter is failing with the following:
```
FAIL: test_boston_housing_simple_random_forest_regression (coremltools.test.test_boosted_trees_regression_numeri…
-
-
Hi,
I am encountering an issue when selecting a GPU using cp.cuda.Device(2).use(). When I do not specify the GPU device, the script runs without errors.
Description:
I am using RAPIDS 24.06, …
-
### Describe the workflow you want to enable
One strength of RFRs is that they are incredibly robust and therefore provide a strong baseline for many tasks without needing to consider normalization o…