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

#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

#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

#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

#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

#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