catboost/catboost

Model calculation is not able to read features from stdin about 11 hours ago

good first issue help wanted

9.0K

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

C++

#big-data#catboost#categorical-features#coreml#cuda#data-mining#data-science#decision-trees#gbdt#gbm#gpu#gpu-computing#gradient-boosting#kaggle#machine-learning#python#r#tutorial

`Booster.save_model(format="pmml")` is highly inefficient in size. about 11 hours ago

good first issue

catboost/catboost

9.0K

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

C++

#big-data#catboost#categorical-features#coreml#cuda#data-mining#data-science#decision-trees#gbdt#gbm#gpu#gpu-computing#gradient-boosting#kaggle#machine-learning#python#r#tutorial

get_object_importance fails for MultiClass models 6 days ago

help wanted model analysis

catboost/catboost

9.0K

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

C++

#big-data#catboost#categorical-features#coreml#cuda#data-mining#data-science#decision-trees#gbdt#gbm#gpu#gpu-computing#gradient-boosting#kaggle#machine-learning#python#r#tutorial

Implement ColumnsDescription class 8 days ago

good first issue help wanted

catboost/catboost

9.0K

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

C++

#big-data#catboost#categorical-features#coreml#cuda#data-mining#data-science#decision-trees#gbdt#gbm#gpu#gpu-computing#gradient-boosting#kaggle#machine-learning#python#r#tutorial

JSON export incompletely specifies categorical splits of non-symmetric trees 9 days ago

good first issue feature request

catboost/catboost

9.0K

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

C++

#big-data#catboost#categorical-features#coreml#cuda#data-mining#data-science#decision-trees#gbdt#gbm#gpu#gpu-computing#gradient-boosting#kaggle#machine-learning#python#r#tutorial

can we add namespace when save_model in format cpp? 14 days ago

good first issue help wanted C/C++ applier

catboost/catboost

9.0K

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

C++

#big-data#catboost#categorical-features#coreml#cuda#data-mining#data-science#decision-trees#gbdt#gbm#gpu#gpu-computing#gradient-boosting#kaggle#machine-learning#python#r#tutorial

Unclear error message for incorrect training parameter type 20 days ago

help wanted

catboost/catboost

9.0K

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

C++

#big-data#catboost#categorical-features#coreml#cuda#data-mining#data-science#decision-trees#gbdt#gbm#gpu#gpu-computing#gradient-boosting#kaggle#machine-learning#python#r#tutorial

ONNX export doesn't support categorical features 10 months ago

good first issue help wanted

catboost/catboost

9.0K

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

C++

#big-data#catboost#categorical-features#coreml#cuda#data-mining#data-science#decision-trees#gbdt#gbm#gpu#gpu-computing#gradient-boosting#kaggle#machine-learning#python#r#tutorial

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