Ecosyste.ms: Issues

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GitHub / catboost/catboost issues and pull requests

#1558 - Pool does not use multiple cores during initialisation

Issue - State: open - Opened by rivershah almost 4 years ago - 1 comment
Labels: in progress, python, performance

#1550 - Baseline is added to class labels, not to scores

Issue - State: open - Opened by david-cortes almost 4 years ago
Labels: bug, R

#1537 - R install from source times out

Issue - State: open - Opened by david-cortes almost 4 years ago
Labels: build, R, installation

#1536 - [Question] Categorical encoding for ranking tasks

Issue - State: closed - Opened by lspataro26 almost 4 years ago - 5 comments

#1535 - [FEATURE] specify number of trees for shap

Issue - State: open - Opened by pseudotensor almost 4 years ago - 1 comment
Labels: good first issue, feature request

#1526 - Apple Silicon support

Issue - State: closed - Opened by danbricedatascience almost 4 years ago - 82 comments
Labels: build, R, macOS

#1514 - Add support for cudf.DataFrame

Issue - State: open - Opened by npravecek almost 4 years ago - 4 comments
Labels: GPU, feature request

#1508 - No matching signature found "while fit() - ing the features and labels"

Issue - State: closed - Opened by sarwarish97 almost 4 years ago - 4 comments

#1508 - No matching signature found "while fit() - ing the features and labels"

Issue - State: closed - Opened by sarwarish97 almost 4 years ago - 4 comments

#1505 - CatBoostRegression SHAP force plot outcome differs from prediction

Issue - State: open - Opened by kristofrabay almost 4 years ago
Labels: visualization, python, model analysis

#1501 - Custom metric evaluate() fails

Issue - State: closed - Opened by OlegBEZb almost 4 years ago - 3 comments
Labels: in progress, python

#1500 - Evaluation set fraction

Issue - State: closed - Opened by glebmikha almost 4 years ago - 7 comments
Labels: in progress, python

#1497 - CV with text features problem

Issue - State: open - Opened by andbelousovd almost 4 years ago
Labels: python

#1496 - Target contains only one unique value, but the dataset is imbalance.

Issue - State: closed - Opened by minhlong94 almost 4 years ago - 2 comments

#1494 - How to use catboost calc feature statistics plot in streamlit?

Issue - State: open - Opened by bhishanpdl almost 4 years ago
Labels: visualization, python

#1487 - PMML: predict_proba functionality

Issue - State: open - Opened by CEM3H almost 4 years ago - 4 comments
Labels: feature request

#1487 - PMML: predict_proba functionality

Issue - State: open - Opened by CEM3H almost 4 years ago
Labels: feature request

#1480 - Cannot calculate SHAP interaction values with get_feature_importance

Issue - State: open - Opened by mosscoder almost 4 years ago - 1 comment
Labels: R, model analysis

#1480 - Cannot calculate SHAP interaction values with get_feature_importance

Issue - State: open - Opened by mosscoder almost 4 years ago - 1 comment
Labels: R, model analysis

#1478 - Translation

Issue - State: open - Opened by jeong9823 almost 4 years ago - 1 comment
Labels: documentation

#1477 - Text feature issue

Issue - State: closed - Opened by tohich51 about 4 years ago - 3 comments
Labels: bug, python

#1475 - Catboost not working in sklearn pipeline (TypeError: unhashable type: 'CatBoostRegressor'`)

Issue - State: open - Opened by viggotw about 4 years ago
Labels: sklearn_compatibility, python

#1469 - InternalInteraction

Issue - State: open - Opened by katarinaskopalova about 4 years ago - 1 comment
Labels: python, model analysis

#1468 - MetricVisualizer() hangs indefinitely if training is stopped by overfit detection

Issue - State: open - Opened by fantauzzi about 4 years ago
Labels: visualization, python

#1454 - Catboost Compare function in combination with a for loop and Multiclass classification?

Issue - State: open - Opened by JPandela about 4 years ago - 1 comment
Labels: python

#1440 - Support to use text_features for custom classification loss functions

Issue - State: open - Opened by rishabh-shrivastava about 4 years ago - 1 comment
Labels: bug, python, objectives and metrics

#1439 - Test executing failed on Windows 10 64bit

Issue - State: open - Opened by feeeper about 4 years ago - 1 comment
Labels: bug, Windows, tests

#1436 - "This should be unreachable / GetSplit() failed" error

Issue - State: open - Opened by brunofacca about 4 years ago - 9 comments
Labels: bug, python

#1434 - Poor .NET support

Issue - State: open - Opened by AmSmart about 4 years ago - 2 comments
Labels: documentation, .NET

#1424 - Cannot install from github repo (R)

Issue - State: open - Opened by sametsoekel about 4 years ago - 3 comments
Labels: bug, R, installation

#1416 - Prediction for single item does not match that for multiple items

Issue - State: open - Opened by bcbwatt about 4 years ago - 1 comment
Labels: python

#1414 - GPUs run out of memory for multiclass classification

Issue - State: open - Opened by kdlin about 4 years ago - 1 comment
Labels: GPU

#1408 - CatBoostRegressor's training results on GPU and CPU are very different. How to beat this?

Issue - State: open - Opened by Mangol31 about 4 years ago - 29 comments
Labels: GPU, quality

#1405 - Feature-Request: Newton for PairLogitPairwise on CPU

Issue - State: open - Opened by bakwc about 4 years ago - 2 comments
Labels: feature request, objectives and metrics

#1404 - want dask support in CatBoost

Issue - State: open - Opened by gitclem about 4 years ago - 6 comments
Labels: python, distributed training

#1395 - Catboost R package does not support calc_feature_statistics

Issue - State: open - Opened by benshahararnon about 4 years ago
Labels: good first issue, R, feature request

#1394 - CatBoostRegressor Fails when change the bootstrap_type to No

Issue - State: closed - Opened by parisaazimaee about 4 years ago - 4 comments

#1387 - [Question] Early stopping implementation

Issue - State: open - Opened by rohan-gt about 4 years ago - 3 comments
Labels: python

#1380 - Unexpected behavior with prediction on pools with baseline when loss_function has link function

Issue - State: open - Opened by LiranPo about 4 years ago - 3 comments
Labels: bug, objectives and metrics

#1380 - Unexpected behavior with prediction on pools with baseline when loss_function has link function

Issue - State: open - Opened by LiranPo about 4 years ago - 2 comments
Labels: bug, objectives and metrics

#1379 - Scale for baseline - documentation + validation

Issue - State: open - Opened by LiranPo about 4 years ago - 1 comment

#1378 - LogLinQuantile objective gives raw predictions by default

Issue - State: open - Opened by LiranPo about 4 years ago
Labels: objectives and metrics

#1378 - LogLinQuantile objective gives raw predictions by default

Issue - State: open - Opened by LiranPo about 4 years ago
Labels: objectives and metrics

#1356 - Loss / metric which penalizes errors in larger target values more

Issue - State: open - Opened by srimaljq1 over 4 years ago - 2 comments
Labels: objectives and metrics

#1356 - Loss / metric which penalizes errors in larger target values more

Issue - State: open - Opened by srimaljq1 over 4 years ago - 2 comments
Labels: objectives and metrics

#1346 - Slow single prediction in python

Issue - State: open - Opened by JazyCruice over 4 years ago - 3 comments
Labels: in progress, planned, python, performance

#1342 - MPI command line version cannot load a data folder?

Issue - State: open - Opened by baiyishr over 4 years ago - 1 comment
Labels: GPU, distributed training, CLI

#1337 - Custom c++ metric Run Problem

Issue - State: open - Opened by gavrenkov over 4 years ago
Labels: good first issue, bug, objectives and metrics

#1337 - Custom c++ metric Run Problem

Issue - State: open - Opened by gavrenkov over 4 years ago
Labels: good first issue, bug, objectives and metrics

#1328 - Unsupported column type: character

Issue - State: closed - Opened by XianglinZhang-risker over 4 years ago - 8 comments
Labels: bug, R, does not reproduce

#1327 - Getting roc curves for multi-class classification

Issue - State: open - Opened by emrekaragh over 4 years ago
Labels: python, objectives and metrics

#1327 - Getting roc curves for multi-class classification

Issue - State: open - Opened by emrekaragh over 4 years ago
Labels: python, objectives and metrics

#1325 - No pre-defined Specificity metric

Issue - State: open - Opened by Installka over 4 years ago
Labels: feature request, objectives and metrics

#1325 - No pre-defined Specificity metric

Issue - State: open - Opened by Installka over 4 years ago
Labels: feature request, objectives and metrics

#1324 - No way to use user-defined metrics as custom_metric

Issue - State: open - Opened by Installka over 4 years ago - 2 comments
Labels: feature request, objectives and metrics

#1324 - No way to use user-defined metrics as custom_metric

Issue - State: open - Opened by Installka over 4 years ago - 1 comment
Labels: feature request, objectives and metrics

#1323 - Using Poisson objective and a baseline gives negative predictions

Issue - State: open - Opened by BWallyn over 4 years ago - 2 comments

#1310 - Out of range error using staged_predict

Issue - State: open - Opened by LouiseGdeF over 4 years ago
Labels: python

#1310 - Out of range error using staged_predict

Issue - State: closed - Opened by ghost over 4 years ago - 2 comments
Labels: need info, python

#1308 - CatBoost very slow in small numeric datasets?

Issue - State: open - Opened by gmarmu over 4 years ago - 1 comment
Labels: in progress, performance

#1308 - CatBoost very slow in small numeric datasets?

Issue - State: open - Opened by gmarmu over 4 years ago - 1 comment
Labels: in progress, performance

#1305 - Sklearn RFECV doesn't work with categorial columns in Catboost

Issue - State: open - Opened by wallnfl over 4 years ago - 5 comments
Labels: sklearn_compatibility, python

#1299 - Hyperparameter optimization via Gaussian search from scikit-optimize

Pull Request - State: open - Opened by vazgenk over 4 years ago

#1295 - After changing from int to Object

Issue - State: open - Opened by khurramsiddiqui over 4 years ago
Labels: python, quality

#1287 - Differences in GPU training time and model performance: DocParallel vs FeatureParallel

Issue - State: open - Opened by japlet over 4 years ago - 1 comment
Labels: GPU, performance

#1286 - Add Cox Proportional Hazards Loss

Issue - State: closed - Opened by jordan-melendez over 4 years ago - 4 comments
Labels: feature request, objectives and metrics

#1264 - eval_metrics for AUC type OneVsAll returns 0.5 for the last class

Issue - State: open - Opened by khrisanfov over 4 years ago
Labels: objectives and metrics

#1263 - Tutorial on using simple_ctr and other params to control categorical features

Issue - State: open - Opened by annaveronika over 4 years ago
Labels: documentation

#1256 - catboost does not use all cores

Issue - State: open - Opened by kdlin over 4 years ago - 6 comments
Labels: performance

#1256 - catboost does not use all cores

Issue - State: open - Opened by kdlin over 4 years ago - 6 comments
Labels: performance

#1250 - Cannot find method **hashCategoricalFeature(String)**

Issue - State: closed - Opened by tianangthang7 over 4 years ago - 1 comment
Labels: JVM Applier

#1233 - Raises "TypeError: No matching signature found" when creating Pool() object

Issue - State: closed - Opened by llorenzo62 over 4 years ago - 7 comments
Labels: duplicate, bug, python

#1233 - Raises "TypeError: No matching signature found" when creating Pool() object

Issue - State: closed - Opened by llorenzo62 over 4 years ago - 7 comments
Labels: duplicate, bug, python

#1215 - CatboostRegressor fails if the data type of true label is float16 and not float32

Issue - State: open - Opened by aryancodify over 4 years ago - 1 comment
Labels: bug, python

#1214 - Unclear error message for invalid label data types

Issue - State: open - Opened by nylocx over 4 years ago - 1 comment
Labels: python

#1180 - add UserPerObjMetric as a regression objective

Pull Request - State: open - Opened by camrongodbout over 4 years ago - 1 comment
Labels: objectives and metrics

#1166 - Save best_score and best_iteration values into the file with model

Issue - State: closed - Opened by LSinev over 4 years ago - 2 comments
Labels: python

#1153 - [Feature request] Conditional Random Fields via Gradient Tree Boosting

Issue - State: open - Opened by bratao almost 5 years ago
Labels: feature request

#1153 - [Feature request] Conditional Random Fields via Gradient Tree Boosting

Issue - State: open - Opened by bratao almost 5 years ago
Labels: feature request

#1137 - Numerical Instability for Quantile Loss ?

Issue - State: closed - Opened by akrishnamo almost 5 years ago - 2 comments
Labels: objectives and metrics

#1137 - Numerical Instability for Quantile Loss ?

Issue - State: closed - Opened by akrishnamo almost 5 years ago - 2 comments
Labels: objectives and metrics

#1134 - Fix NameError when passing invalid type to get_feature_importance

Pull Request - State: open - Opened by rparrapy almost 5 years ago - 7 comments
Labels: python

#1134 - Fix NameError when passing invalid type to get_feature_importance

Pull Request - State: open - Opened by rparrapy almost 5 years ago - 7 comments
Labels: python

#1124 - MetricVisualizer stalls notebooks when our model uses early stopping rounds

Issue - State: open - Opened by patentedata almost 5 years ago - 1 comment
Labels: in progress, visualization

#1124 - MetricVisualizer stalls notebooks when our model uses early stopping rounds

Issue - State: open - Opened by patentedata almost 5 years ago - 1 comment
Labels: in progress, visualization

#1116 - Implement possibility to train on huge datasets from python

Issue - State: closed - Opened by annaveronika almost 5 years ago - 3 comments
Labels: planned, python

#1105 - Impossible to minimize MAE/MAPE using GPU

Issue - State: closed - Opened by wutas almost 5 years ago - 2 comments
Labels: GPU, objectives and metrics

#1057 - Failed to install 'catboost' from GitHub

Issue - State: closed - Opened by trancuuquoc about 5 years ago - 1 comment
Labels: R, installation

#1039 - Question about max_pairs options in Ranking Mode

Issue - State: closed - Opened by bduclaux about 5 years ago - 5 comments

#1028 - early stopping too aggressive

Issue - State: open - Opened by pseudotensor about 5 years ago - 5 comments
Labels: quality

#1028 - early stopping too aggressive

Issue - State: open - Opened by pseudotensor about 5 years ago - 5 comments
Labels: quality

#1024 - Error: can't proceed some features

Issue - State: closed - Opened by pseudotensor about 5 years ago - 15 comments
Labels: bug, GPU, python

#1022 - Multiclass classifier error during model training

Issue - State: closed - Opened by SeanBenner about 5 years ago - 8 comments
Labels: in progress, bug

#992 - To many features in model, ask catboost team for support, i have around 400 features , 150 categorical

Issue - State: open - Opened by mks2192 about 5 years ago - 6 comments
Labels: planned, need info, bug

#992 - To many features in model, ask catboost team for support, i have around 400 features , 150 categorical

Issue - State: open - Opened by mks2192 about 5 years ago - 6 comments
Labels: planned, need info, bug