catboost/catboost issues and pull requests

#2651 - feat: add `get_features_with_types` method

Pull Request - State: open - Opened by ivan339339 6 months ago

#2650 - Different results with Python and command line

Issue - State: open - Opened by jtom12 6 months ago - 2 comments

#2649 - If multiple GPUs are present at server and devices parameter is set to specific GPU, catboost allocates GPU memory at other GPUs

Issue - State: open - Opened by dremovd 6 months ago - 1 comment
Labels: GPU

#2648 - _catboost.CatBoostError: /src/catboost/catboost/libs/model/model.cpp:564: Too many features in model, ask catboost team for support

Issue - State: open - Opened by yuzumei 6 months ago - 3 comments

#2648 - _catboost.CatBoostError: /src/catboost/catboost/libs/model/model.cpp:564: Too many features in model, ask catboost team for support

Issue - State: open - Opened by yuzumei 6 months ago - 3 comments

#2647 - Tensor Search Helpers Should Be Unreachable

Issue - State: open - Opened by 8W9aG 6 months ago - 6 comments
Labels: need info

#2647 - Tensor Search Helpers Should Be Unreachable

Issue - State: open - Opened by 8W9aG 6 months ago - 9 comments

#2646 - Custom RMSE loss in tutorial get difference tree structure with the original RMSE loss!!!

Issue - State: closed - Opened by ccylance 6 months ago - 3 comments
Labels: python, objectives and metrics

#2645 - Build catboost python package with custom glibc

Issue - State: closed - Opened by egorvasilevich 6 months ago - 4 comments
Labels: build, python

#2644 - Where is the place for calculating the score function?

Issue - State: open - Opened by ccylance 6 months ago - 2 comments

#2643 - SetPredictionType(modelHandle, APT_CLASS) is broken

Issue - State: closed - Opened by andrey-khropov 6 months ago - 1 comment
Labels: bug, C/C++ applier

#2642 - Documentation: broken links

Issue - State: open - Opened by ibobak 6 months ago - 1 comment
Labels: need info, documentation

#2642 - Documentation: broken links

Issue - State: closed - Opened by ibobak 6 months ago - 2 comments
Labels: need info, documentation

#2640 - The results calculated according to the formula described in the doc are different from the results displayed by the model.

Issue - State: closed - Opened by ccylance 7 months ago

#2639 - Add 'APT_MULTI_PROBABILITY' to EApiPredictionType

Pull Request - State: closed - Opened by aivarasbaranauskas 7 months ago - 5 comments
Labels: need info, bug, C/C++ applier

#2638 - C++ standalone evaluator multiclass support

Issue - State: closed - Opened by izaac-s 7 months ago - 1 comment
Labels: C/C++ applier

#2637 - Request to enable sample weights for Cox and AFT objectives

Issue - State: open - Opened by rob7113 7 months ago - 1 comment
Labels: feature request, objectives and metrics

#2636 - Issue with Categorical Feature Encoding in Binary Classification

Issue - State: open - Opened by ArtemBoltaev 7 months ago - 2 comments

#2635 - How to recursive remove features by best loss ?

Issue - State: open - Opened by eromoe 7 months ago - 2 comments

#2633 - Why does leaf value in plot tree is related to learning rate?

Issue - State: closed - Opened by ccylance 7 months ago

#2632 - Get difference tree result when converting cat_features to numerical values

Issue - State: open - Opened by ccylance 7 months ago - 2 comments
Labels: need info

#2630 - Question for building ordered boosting tree

Issue - State: closed - Opened by ccylance 7 months ago

#2629 - Bump pymongo from 3.4.0 to 4.6.3 in /catboost/benchmarks/quality_benchmarks/install

Pull Request - State: closed - Opened by dependabot[bot] 7 months ago - 1 comment
Labels: dependencies, python

#2628 - "Plain" train mode still build the oblivious tree

Issue - State: closed - Opened by ccylance 7 months ago - 3 comments

#2627 - Major difference between predictions from trained model

Issue - State: open - Opened by DevBerge 7 months ago - 4 comments
Labels: need info, python

#2627 - Major difference between predictions from trained model

Issue - State: open - Opened by DevBerge 7 months ago - 1 comment
Labels: need info, python

#2626 - Val in CatBoost's plot_tree

Issue - State: closed - Opened by ManRev 7 months ago - 1 comment

#2626 - Val in CatBoost's plot_tree

Issue - State: closed - Opened by ManRev 7 months ago - 1 comment

#2625 - Different Between PairLogitPairwise and PairLogit and Impact on Categorical Values

Issue - State: closed - Opened by ManRev 7 months ago - 1 comment
Labels: objectives and metrics

#2625 - Different Between PairLogitPairwise and PairLogit and Impact on Categorical Values

Issue - State: closed - Opened by ManRev 7 months ago - 1 comment
Labels: objectives and metrics

#2622 - Fixed bloating temp directory with copies of native libraries on Windows

Pull Request - State: closed - Opened by DKARAGODIN 7 months ago - 5 comments
Labels: bug, JVM Applier, Windows

#2621 - Python package--build from source failed

Issue - State: closed - Opened by ccylance 7 months ago - 11 comments
Labels: need info, build, python

#2620 - "RuntimeError: Attempt to pop from an empty stack" is raised when running models fit in parallel with threads.

Issue - State: open - Opened by arik-v 7 months ago - 5 comments
Labels: bug, python

#2619 - how to do ordered target statistic in prediction

Issue - State: closed - Opened by ccylance 7 months ago - 2 comments

#2617 - Error java.lang.OutOfMemoryError: GC overhead limit exceeded

Issue - State: open - Opened by Andreyaik 7 months ago - 3 comments
Labels: Spark

#2616 - Get all candidate splits for catboosttregressor

Issue - State: closed - Opened by ZexuanSun 7 months ago - 2 comments

#2615 - Implementing custom multi quantile loss.

Issue - State: open - Opened by mat-ej 7 months ago - 7 comments
Labels: good first issue, objectives and metrics

#2614 - Typo in docstring of Python package catboost.CatBoostRegressor.grid_search()

Issue - State: closed - Opened by monirsc 8 months ago - 1 comment
Labels: bug, documentation

#2613 - Pool Creation Error - TypeError: must be real number, not NoneType

Issue - State: open - Opened by irmakyucel 8 months ago - 2 comments
Labels: need info, bug, python

#2612 - The difference ranking result in the python and libcatboost by max_relevance times

Issue - State: closed - Opened by akalend 8 months ago - 2 comments
Labels: need info, python, C/C++ applier

#2611 - [spark] ai.catboost.CatBoostError: CatBoost Master process failed: exited with code 134

Issue - State: open - Opened by Gctucci 8 months ago - 2 comments
Labels: need info, Spark

#2610 - Error: catboost metric [MultiLogloss] and loss [HammingLoss] are incompatible

Issue - State: closed - Opened by oliver-seliom 8 months ago - 1 comment
Labels: GPU

#2609 - Caret object: Inconsistent grid creation with documentation

Issue - State: closed - Opened by Rek27 8 months ago - 3 comments
Labels: bug, R

#2608 - /src/catboost/catboost/libs/metrics/metric.cpp:6745: All train targets are equal

Issue - State: closed - Opened by MMotionMan 8 months ago - 1 comment

#2607 - getting CatBoostError: Invalid cat_features[6] = 22 value: index must be < 22 but len(x_train.columns) is 23

Issue - State: closed - Opened by javiercoh 8 months ago - 2 comments
Labels: need info, python

#2606 - mimalloc hijacks alloc/free outside of just catboost

Issue - State: open - Opened by mikekap 8 months ago - 6 comments
Labels: in progress, bug, JVM Applier

#2606 - mimalloc hijacks alloc/free outside of just catboost

Issue - State: closed - Opened by mikekap 8 months ago - 6 comments
Labels: in progress, bug, JVM Applier, macOS

#2605 - Usage example of `libcatboostmodel_static` doesn't work

Issue - State: closed - Opened by bizywizy 8 months ago - 1 comment
Labels: build, bug, documentation, Linux, C/C++ applier

#2605 - Usage example of `libcatboostmodel_static` doesn't work

Issue - State: closed - Opened by bizywizy 8 months ago - 1 comment
Labels: build, bug, documentation, Linux, C/C++ applier

#2604 - Catboost website regularly offline?

Issue - State: open - Opened by swertz 8 months ago - 11 comments

#2604 - Catboost website regularly offline?

Issue - State: open - Opened by swertz 8 months ago - 7 comments
Labels: need info

#2603 - Feature Request: BrierScore for multiclass problems (auto adding :type=Mu to ordinary BrierScore, by averaging across classes).

Issue - State: open - Opened by fingoldo 8 months ago - 1 comment
Labels: feature request, objectives and metrics

#2603 - Feature Request: BrierScore for multiclass problems (auto adding :type=Mu to ordinary BrierScore, by averaging across classes).

Issue - State: open - Opened by fingoldo 8 months ago - 1 comment
Labels: feature request, objectives and metrics

#2602 - Support custom eval metric on gpu

Pull Request - State: closed - Opened by pnsemyon 8 months ago - 4 comments
Labels: need info, GPU, objectives and metrics

#2601 - RMSEWithUncertainty not supported on GPU with posterior_sampling=True

Issue - State: open - Opened by ML-BCB 8 months ago
Labels: GPU, objectives and metrics

#2600 - Upgrade scikit-learn 1.4.0 to 1.4.1

Issue - State: closed - Opened by celestinoxp 8 months ago - 2 comments

#2599 - Illegal instruction (core dumped)

Issue - State: closed - Opened by cliverenwood 9 months ago - 2 comments
Labels: need info, crash

#2598 - Incorrect Documentation in algorithm-main-stages_bootstrap-options.md

Issue - State: closed - Opened by crn4tt 9 months ago - 1 comment
Labels: bug, documentation

#2597 - Fitting with text features uses too much memory (~35GB for 5M examples)

Issue - State: open - Opened by jonasmaertens 9 months ago
Labels: python

#2596 - Param alpha is mandatory for expectile loss

Issue - State: open - Opened by ibuda 9 months ago
Labels: objectives and metrics

#2595 - Integrate ZLUDA for AMD CUDA

Issue - State: open - Opened by GermanAizek 9 months ago - 1 comment
Labels: GPU, feature request

#2594 - used_ram_limit not working for some cases

Issue - State: open - Opened by HaoLi111 9 months ago

#2593 - CatBoostRegressor.staged_predict(eval_period=0) goes in an indefinite loop

Issue - State: closed - Opened by dremovd 9 months ago
Labels: bug, python

#2591 - Error "Attempt to call single feature writer on packed feature writer" with embedding features on GPU

Issue - State: closed - Opened by highly0 9 months ago - 3 comments
Labels: bug, GPU

#2590 - Potential OOB vulnerability may happen

Issue - State: closed - Opened by Crispy-fried-chicken 9 months ago - 4 comments
Labels: security

#2590 - Potential OOB vulnerability may happen

Issue - State: open - Opened by Crispy-fried-chicken 9 months ago - 4 comments
Labels: security

#2589 - Here is a negation overflow in lua

Issue - State: closed - Opened by Crispy-fried-chicken 9 months ago - 5 comments
Labels: security

#2588 - catboost.cv with YetiRank fails with "CatBoostError: /src/catboost/catboost/libs/train_lib/options_helper.cpp:88: Targets are required for YetiRank loss function."

Issue - State: closed - Opened by I-Ves 9 months ago - 1 comment
Labels: objectives and metrics

GitHub / catboost/catboost issues and pull requests