Ecosyste.ms: Issues
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GitHub / automl/auto-sklearn issues and pull requests
#1640 - [Question] Integration with sklearn-evaluation
Issue -
State: open - Opened by idomic over 1 year ago
- 3 comments
#1639 - Only dummy predictions in custom metric
Issue -
State: open - Opened by konstantin-doncov over 1 year ago
- 1 comment
#1638 - Bump actions/checkout from 3.1.0 to 3.3.0
Pull Request -
State: closed - Opened by dependabot[bot] over 1 year ago
- 2 comments
Labels: dependencies, Stale
#1637 - [Question] Translate autosklearn hyperparameter to sklearn ensemble classifier
Issue -
State: closed - Opened by JohnWestlund over 1 year ago
- 4 comments
Labels: question
#1636 - 简单修改
Pull Request -
State: closed - Opened by mark-golden over 1 year ago
Labels: Stale
#1635 - Bump actions/stale from 6 to 7
Pull Request -
State: closed - Opened by dependabot[bot] almost 2 years ago
- 2 comments
Labels: dependencies, Stale
#1634 - [Question] How to get values of categorical variables from a fit model?
Issue -
State: open - Opened by eliwoods almost 2 years ago
- 1 comment
#1633 - [Question] How to know the data and feature preprocessing used in the ensemble?
Issue -
State: open - Opened by beantr96 almost 2 years ago
- 2 comments
#1632 - Bump actions/checkout from 3.1.0 to 3.2.0
Pull Request -
State: closed - Opened by dependabot[bot] almost 2 years ago
- 2 comments
Labels: dependencies
#1631 - Multilabel Classification with AutoSklearn2Classifier - sgd component not valid error
Issue -
State: open - Opened by anthonyromyn almost 2 years ago
#1630 - [Question] Feature importance for Multi-output Regression
Issue -
State: closed - Opened by GalKepler almost 2 years ago
- 1 comment
#1629 - [Question] Does sklearn's clustering algorithm have a semi-supervised function?
Issue -
State: open - Opened by wulaoshi almost 2 years ago
- 4 comments
Labels: question
#1628 - feat(show_models): track model_ids in cv_results
Pull Request -
State: closed - Opened by aron-bram almost 2 years ago
- 1 comment
#1627 - refactor: track model_id in cv_results
Pull Request -
State: closed - Opened by aron-bram almost 2 years ago
- 1 comment
#1626 - [Question] select_percentile_regression has no methods
Issue -
State: closed - Opened by MrKevinDC almost 2 years ago
- 2 comments
Labels: question
#1625 - KNearestNeighborsRegressor has no attribute 'estimator' when printing show_models()
Issue -
State: open - Opened by MrKevinDC almost 2 years ago
- 3 comments
Labels: bug
#1624 - [Question] Modify Stopping Criterion to Accuracy
Issue -
State: open - Opened by DarkEol almost 2 years ago
- 3 comments
Labels: question
#1623 - OSError: [Errno 22] Invalid argument error during AutoSklearnClassifier fitting
Issue -
State: closed - Opened by manuelinfosec almost 2 years ago
- 1 comment
#1622 - refactor: use progress_bar more explicitly as a thread
Pull Request -
State: closed - Opened by aron-bram almost 2 years ago
- 1 comment
#1621 - fix: modify show_models() to display same ranks as leaderboard
Pull Request -
State: closed - Opened by aron-bram almost 2 years ago
- 1 comment
#1620 - [Question] How to find the corresponding cv_results_ model information by Model_id
Issue -
State: closed - Opened by leeprinxin almost 2 years ago
- 3 comments
Labels: question
#1619 - Update pre-commit hooks
Pull Request -
State: closed - Opened by github-actions[bot] almost 2 years ago
Labels: Stale
#1618 - Update SMAC, ConfigSpace, Pynisher
Pull Request -
State: closed - Opened by eddiebergman almost 2 years ago
Labels: maintenance, Stale
#1617 - build(deps): Update requirements for `SMAC`, `pynisher`, `ConfigSpace`
Pull Request -
State: closed - Opened by eddiebergman almost 2 years ago
Labels: maintenance
#1616 - [Research] `SVC`, `SVR` expose `n_iter_`, could be added to iterative fit
Issue -
State: open - Opened by eddiebergman almost 2 years ago
Labels: enhancement
#1615 - [Maint] Specify `encoded_missing_value` to `OrdinalEncoder`
Issue -
State: open - Opened by eddiebergman almost 2 years ago
Labels: maintenance
#1614 - [Research] Use grouping of infrequent categories in `OneHotEncoder`
Issue -
State: open - Opened by eddiebergman almost 2 years ago
Labels: enhancement
#1613 - [Research] Use parameter `quantile` in `HistGradientBoostingRegressor`
Issue -
State: open - Opened by eddiebergman almost 2 years ago
Labels: enhancement
#1612 - [Maint] Update test fixtures to not use Boston
Issue -
State: open - Opened by eddiebergman almost 2 years ago
- 1 comment
Labels: maintenance
#1611 - Update scikit learn 1.2
Pull Request -
State: closed - Opened by eddiebergman almost 2 years ago
- 4 comments
Labels: maintenance, Stale
#1610 - doc(smac): Update link for `get_smac_object_callback`
Pull Request -
State: closed - Opened by eddiebergman almost 2 years ago
- 1 comment
#1609 - fix(multiprocessing): Use list instead of key-view
Pull Request -
State: closed - Opened by eddiebergman almost 2 years ago
- 1 comment
#1608 - Fix link checker make command in CONTRIBUTE.md
Pull Request -
State: closed - Opened by aron-bram almost 2 years ago
#1607 - Third Party Components not shared with spawned child processes when n_jobs > 1
Issue -
State: open - Opened by AmirAlavi almost 2 years ago
- 1 comment
#1606 - Show progress bar while fitting to training data
Pull Request -
State: closed - Opened by aron-bram almost 2 years ago
- 3 comments
Labels: enhancement
#1605 - Update pre-commit hooks
Pull Request -
State: closed - Opened by github-actions[bot] almost 2 years ago
#1604 - ThirdPartyComponents.add_component check for explicit base class results in redundant inheritance
Issue -
State: open - Opened by AmirAlavi almost 2 years ago
- 1 comment
Labels: bug
#1603 - AutoMLRegressor does not support task binary
Issue -
State: open - Opened by dadangsetio almost 2 years ago
- 7 comments
Labels: question
#1602 - Bug fixes for performance over time calculations
Pull Request -
State: closed - Opened by nklemashev almost 2 years ago
- 8 comments
Labels: Stale
#1601 - Test
Issue -
State: closed - Opened by eddiebergman almost 2 years ago
- 1 comment
#1600 - [Question] Viewable Preprocessors and Regressors (internal mechanisms)?
Issue -
State: open - Opened by BrandonKMLee almost 2 years ago
- 1 comment
#1599 - Indicate progress during optimization
Issue -
State: closed - Opened by aron-bram almost 2 years ago
- 1 comment
Labels: enhancement
#1598 - Unequal shape between Y and Y pred in scoring function.
Issue -
State: open - Opened by LeSasse almost 2 years ago
- 2 comments
#1597 - [Question] Is it possible to use Scikit-learn version >=1.1.1
Issue -
State: open - Opened by ennodepenno almost 2 years ago
- 4 comments
Labels: enhancement, dependencies
#1596 - How to weight a given class? [class balancing]
Issue -
State: open - Opened by UnixJunkie almost 2 years ago
- 4 comments
Labels: enhancement, question
#1594 - `show_models` and `leaderboard` show different rankings.
Issue -
State: closed - Opened by eddiebergman almost 2 years ago
#1593 - Using recal with autosklearn 2 raised issue that `askl2_training_data.json` is not available
Issue -
State: open - Opened by eddiebergman almost 2 years ago
- 1 comment
#1591 - Multi-output regression example is broken (potential macOS problem)
Issue -
State: open - Opened by timothygebhard almost 2 years ago
- 7 comments
Labels: bug
#1590 - Development
Pull Request -
State: closed - Opened by Louquinze almost 2 years ago
Labels: Stale
#1589 - [Suggestion] Purging and embargoing to deal with unintended data leaks in cross validation.
Issue -
State: open - Opened by cryptocoinserver about 2 years ago
- 3 comments
Labels: enhancement
#1583 - [Question] Cross validation and Ensembling
Issue -
State: open - Opened by FelixNeutatz about 2 years ago
- 5 comments
Labels: documentation
#1581 - Add multi-class AUC ROC.
Pull Request -
State: closed - Opened by deadly-panda about 2 years ago
- 4 comments
Labels: Stale
#1549 - [Question] Is auto-sklearn ensemble for classification using predict_proba + threshold adaptions
Issue -
State: open - Opened by ggjj11 about 2 years ago
- 9 comments
Labels: enhancement, question
#1530 - Code intrsospection into autosklearn components
Pull Request -
State: open - Opened by eddiebergman over 2 years ago
- 1 comment
Labels: enhancement
#1529 - `predict_proba` in classifier estimators is doing needless assertions
Issue -
State: open - Opened by eddiebergman over 2 years ago
- 7 comments
Labels: enhancement
#1522 - Dask has stopped support for 3.7
Issue -
State: open - Opened by eddiebergman over 2 years ago
- 3 comments
Labels: maintenance
#1510 - Update requirements for SMAC, ConfigSpace, scikit-learn
Pull Request -
State: closed - Opened by eddiebergman over 2 years ago
- 2 comments
Labels: maintenance
#1483 - Softmax in predict_proba()
Issue -
State: open - Opened by amaletzk over 2 years ago
- 4 comments
Labels: bug
#1482 - Provide multi-class AUC ROC
Issue -
State: open - Opened by mfeurer over 2 years ago
- 7 comments
Labels: enhancement, Good first issue, Need contributor
#1481 - Add use_best, tie breaking, and rounding losses to Ensemble Selection
Pull Request -
State: closed - Opened by LennartPurucker over 2 years ago
- 1 comment
Labels: Stale
#1375 - Add model export to sklearn
Pull Request -
State: closed - Opened by mfeurer over 2 years ago
- 2 comments
Labels: Stale
#1371 - scikit-learn 1.0+ compatible release on PyPI
Issue -
State: open - Opened by auvipy over 2 years ago
- 11 comments
Labels: enhancement
#1363 - [Bug] Under utilizing CPU usage
Issue -
State: open - Opened by JustinDoIt over 2 years ago
- 8 comments
Labels: bug
#1352 - Update a component
Issue -
State: open - Opened by eddiebergman almost 3 years ago
- 6 comments
Labels: Good first issue, maintenance
#1351 - Convert some `unittest` tests to `pytest` style
Issue -
State: open - Opened by eddiebergman almost 3 years ago
- 9 comments
Labels: Good first issue, maintenance
#1330 - sklearnex mention in documentation
Pull Request -
State: closed - Opened by Alexsandruss almost 3 years ago
- 13 comments
Labels: Stale
#1303 - Stress test repeated construction and fitting from same process
Issue -
State: open - Opened by eddiebergman almost 3 years ago
- 2 comments
Labels: Good first issue, maintenance
#1272 - Can Autosklearn be used with SHAP?
Issue -
State: open - Opened by roger-yu-ds almost 3 years ago
- 6 comments
Labels: bug, documentation
#1236 - Error running "fit" with many cores.
Issue -
State: open - Opened by sofidenner about 3 years ago
- 17 comments
Labels: bug
#1227 - Make train loss calculation optional
Pull Request -
State: closed - Opened by franchuterivera about 3 years ago
- 6 comments
Labels: Stale
#1164 - Dealing with highly imbalanced data in Autosklearn
Issue -
State: closed - Opened by ShirinNajdi over 3 years ago
- 7 comments
Labels: question
#1130 - Auto-sklearn consumes a lot of memory compared to dataset size
Issue -
State: closed - Opened by rabsr over 3 years ago
- 8 comments
Labels: bug
#1120 - ValueError: Dummy prediction failed with run state StatusType.MEMOUT
Issue -
State: closed - Opened by zuliani99 over 3 years ago
- 12 comments
Labels: bug
#1110 - How to apply a custom preprocessor to only specified features
Issue -
State: open - Opened by stepthom over 3 years ago
- 5 comments
Labels: enhancement
#1089 - Getting configuration not found when doing .fit()
Issue -
State: open - Opened by sumantafinarb over 3 years ago
- 11 comments
Labels: bug
#1085 - Issue importing auto-sklearn
Issue -
State: closed - Opened by diogoalvesderesende over 3 years ago
- 7 comments
Labels: bug
#1060 - scikit-learn version bug when importing auto-sklearn
Issue -
State: open - Opened by KyuhwanYeon over 3 years ago
- 12 comments
Labels: bug, documentation
#1042 - Improvement in Autosklearn Metrics
Pull Request -
State: closed - Opened by franchuterivera almost 4 years ago
- 1 comment
Labels: Stale
#1006 - Allow autosklearn to export ONNX model
Issue -
State: open - Opened by shanalikhan almost 4 years ago
- 10 comments
Labels: enhancement
#989 - Issue in extending auto-sklearn with new categorical encoders
Issue -
State: closed - Opened by svsaraf112 almost 4 years ago
- 2 comments
#932 - Use scikit-learn's estimator checks
Issue -
State: open - Opened by mfeurer about 4 years ago
- 2 comments
Labels: enhancement
#929 - sklearn is giving better performance than autl-sklearn on my own dataset
Issue -
State: closed - Opened by tiru1930 about 4 years ago
- 6 comments
Labels: bug
#923 - AutoMLs Benchmark. Why is Auto-sklearn so bad?
Issue -
State: closed - Opened by Alex-Lekov about 4 years ago
- 10 comments
Labels: question, maintenance
#871 - Models never stop training with v 0.7.0
Issue -
State: closed - Opened by jdprusa over 4 years ago
- 9 comments
#841 - Best practices on runing auto-sklearn on long time budgets
Issue -
State: open - Opened by Oli2 over 4 years ago
- 5 comments
Labels: question, documentation
#640 - trouble loading saved pickle/joblib classifier object
Issue -
State: closed - Opened by mvss80 over 5 years ago
- 7 comments
#578 - Feature Request: AutoSklearnOutlierDetector
Issue -
State: open - Opened by Y-oHr-N almost 6 years ago
- 5 comments
Labels: enhancement
#573 - Error while installing auto-sklearn - "failed building wheel for pyrfr"
Issue -
State: closed - Opened by laffinm almost 6 years ago
- 7 comments
#449 - Regarding Resampling
Issue -
State: closed - Opened by vivekaxl over 6 years ago
- 4 comments
#402 - ModuleNotFoundError: No module named 'autosklearn'
Issue -
State: closed - Opened by ratchetwrench almost 7 years ago
- 15 comments
#388 - convert to scikit learn code.
Issue -
State: open - Opened by palapalamao almost 7 years ago
- 20 comments
Labels: enhancement, Good first issue, Need contributor
#292 - Missing multiclass-multioutput support
Issue -
State: closed - Opened by mitar over 7 years ago
- 22 comments
Labels: enhancement
#288 - How to give sample weights?
Issue -
State: open - Opened by kgullikson88 over 7 years ago
- 24 comments
Labels: enhancement, Good first issue, Need contributor
#240 - FastICA: `n_components is too large: it will be set to _`
Issue -
State: open - Opened by lsorber over 7 years ago
- 4 comments
Labels: enhancement, Good first issue