Ecosyste.ms: Issues

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GitHub / JoaquinAmatRodrigo/skforecast issues and pull requests

#816 - Feature migration guide

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 4 months ago

#814 - Update Jupyter Notebook forecasting-with-deep-learning-rnn-lstm

Pull Request - State: closed - Opened by evansdoe 5 months ago - 2 comments
Labels: documentation, deep_learning

#813 - Good First Issue [Deep Learning]: Add Support for Custom Loss Functions in `create_and_compile` Function

Issue - State: open - Opened by FernandoCarazoMelo 5 months ago - 1 comment
Labels: good first issue, deep_learning

#812 - Good First Issue [Deep Learning]: Add Support for Different Activation Functions in Multi-Layer Neural Networks

Issue - State: open - Opened by FernandoCarazoMelo 5 months ago - 1 comment
Labels: good first issue, deep_learning

#811 - Good First Issue: Allow `predict` method to accept date values as `steps`

Issue - State: open - Opened by JavierEscobarOrtiz 5 months ago - 1 comment
Labels: good first issue

#810 - Feature update test model selection

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 5 months ago

#809 - Feature unify model selection

Pull Request - State: closed - Opened by JavierEscobarOrtiz 5 months ago

#808 - Feature timeseriesfold

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 5 months ago

#807 - Feature unify autoreg and custom

Pull Request - State: closed - Opened by JavierEscobarOrtiz 5 months ago

#806 - Feature update docs requirements

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 5 months ago

#805 - added unit test select_feratures with window_features

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 5 months ago

#804 - 0.14.x

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 5 months ago

#803 - Good First Issue: Allow `initial_train_size` in `backtesting_forecaster` to accept date values

Issue - State: open - Opened by JavierEscobarOrtiz 5 months ago - 1 comment
Labels: good first issue

#802 - Feature fix tests

Pull Request - State: closed - Opened by JavierEscobarOrtiz 5 months ago

#801 - Feature rolling features

Pull Request - State: closed - Opened by JavierEscobarOrtiz 5 months ago

#800 - Feature unit test one step ahead

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 5 months ago

#799 - Feature multiseries predict all levels batch

Pull Request - State: closed - Opened by JavierEscobarOrtiz 5 months ago

#798 - Feature fast hyeper search

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 5 months ago

#797 - Creating lag and rolling window (mean, skew, std...) features?!

Issue - State: closed - Opened by nezirspanca 5 months ago - 6 comments
Labels: question

#795 - Feature repr html

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 6 months ago

#794 - Mid/Long term forecasting

Issue - State: open - Opened by samuelefiorini 6 months ago - 2 comments
Labels: question

#793 - update_unknown_predict

Pull Request - State: closed - Opened by JavierEscobarOrtiz 6 months ago

#792 - update_unknown_predict

Pull Request - State: closed - Opened by JavierEscobarOrtiz 6 months ago

#791 - Update ForecasterAutoreg.py

Pull Request - State: closed - Opened by IvanLiuTW 6 months ago - 2 comments

#790 - Shap interpretation with multivariate direct forecaster

Issue - State: closed - Opened by gkrampah 6 months ago - 3 comments

#789 - default encoding set to 'ordinal'

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 6 months ago

#787 - Feature reset index in grid/random/bayesian search and numpy 2 updates

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 6 months ago - 1 comment

#786 - 0.13.x

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 6 months ago

#785 - 0.13.x

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 6 months ago - 1 comment

#784 - 0.13.x

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 7 months ago - 1 comment

#783 - Question: how transformations are applied on global models?

Issue - State: closed - Opened by mbelverf 7 months ago - 9 comments
Labels: question

#781 - Problem related to categorical data when using `XGBRegressor`

Issue - State: closed - Opened by dexterurbane 7 months ago - 3 comments
Labels: enhancement

#780 - 0.13.x

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 7 months ago - 1 comment

#779 - update

Pull Request - State: closed - Opened by JavierEscobarOrtiz 7 months ago

#778 - update mike version

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 7 months ago - 1 comment

#777 - 0.13.x

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 7 months ago - 1 comment

#776 - Multiple-Step Forecasting - Predict one series using multiple series as predictors

Issue - State: open - Opened by AVPokrovsky 7 months ago - 6 comments
Labels: deep_learning

#775 - 0.13.x

Pull Request - State: closed - Opened by JavierEscobarOrtiz 7 months ago - 1 comment

#774 - Feature fix tests python 3 12

Pull Request - State: closed - Opened by JavierEscobarOrtiz 7 months ago

#773 - update_links

Pull Request - State: closed - Opened by JavierEscobarOrtiz 7 months ago

#772 - fix_tests

Pull Request - State: closed - Opened by JavierEscobarOrtiz 7 months ago

#771 - 0.13.x

Pull Request - State: closed - Opened by JavierEscobarOrtiz 7 months ago - 1 comment

#770 - Feature prepare 0 13

Pull Request - State: closed - Opened by JavierEscobarOrtiz 7 months ago

#769 - [WIP] Feature Keras 3

Pull Request - State: closed - Opened by FernandoCarazoMelo 7 months ago - 1 comment

#768 - Feature docs unknown levels

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 7 months ago

#767 - Forecasting Data Returns Zero

Issue - State: open - Opened by lenri001 7 months ago - 2 comments
Labels: question

#766 - 0.13.x

Pull Request - State: closed - Opened by JavierEscobarOrtiz 7 months ago - 1 comment

#765 - Feature encoding none custom

Pull Request - State: closed - Opened by JavierEscobarOrtiz 7 months ago

#764 - Increasing Forecasting Horizon without affecting training window in backtesting_forecaster function

Issue - State: open - Opened by udishadc 7 months ago - 2 comments
Labels: enhancement

#763 - Feature none encoding

Pull Request - State: closed - Opened by JavierEscobarOrtiz 7 months ago

#761 - Feature docs metrics

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 7 months ago

#760 - Feature aggregated metric multivariate

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 7 months ago

#759 - fixed_train_size=False not producing expanding training window in grid_search_forecaster

Issue - State: closed - Opened by udishadc 7 months ago - 2 comments
Labels: question

#758 - Feature output backtesting forecaster

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 7 months ago

#757 - Deep learning RNN - regularizers

Issue - State: closed - Opened by AVPokrovsky 7 months ago - 3 comments
Labels: deep_learning

#755 - Feature update docs metrics

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 7 months ago

#754 - grid_search_sarimax error

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

#752 - added new rule for n_jobs when regressor is LightGBM

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 7 months ago

#751 - Grid search with differentiation for MultiSeries

Issue - State: closed - Opened by thec0dewriter 7 months ago - 5 comments
Labels: bug

#750 - update docs window and custom features

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 7 months ago

#749 - 0.13.x

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 7 months ago - 1 comment

#748 - working well

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 7 months ago

#747 - update codecov

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 7 months ago - 1 comment

#746 - 0.13.x

Pull Request - State: closed - Opened by JavierEscobarOrtiz 7 months ago

#745 - Feature update requirements

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 7 months ago

#744 - Feature notebook new metrics predict x

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 8 months ago

#743 - Feature new metrics

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 8 months ago

#742 - Feature create predict input direct

Pull Request - State: closed - Opened by JavierEscobarOrtiz 8 months ago

#741 - Feature skip folds

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 8 months ago

#740 - optimized bootle neck create_train_X_y

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 8 months ago

#739 - Update Dependency Requirement to Allow scikit-learn>=1.5 Due to CVE-2024-5206

Issue - State: closed - Opened by vebjorre 8 months ago - 1 comment
Labels: enhancement

#738 - grid_search_forecaster_multiseries - error

Issue - State: open - Opened by AVPokrovsky 8 months ago - 7 comments

#737 - SHAP values when using global models with series with different lengths

Issue - State: closed - Opened by unaguilly 8 months ago - 6 comments
Labels: question

#735 - fixed empty_exog dtypes

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 8 months ago

#734 - weired code in your guide...

Issue - State: closed - Opened by hwoarang09 8 months ago - 4 comments
Labels: documentation

#733 - Duda sobre backtesting_forecaster

Issue - State: open - Opened by LuisTellezSirocco 8 months ago - 2 comments

#732 - added bdg2 data set

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 8 months ago

#731 - Deep Learning - Fatal Python error: Aborted #730

Issue - State: closed - Opened by AVPokrovsky 8 months ago
Labels: deep_learning

#730 - Deep Learning - Fatal Python error: Aborted

Issue - State: closed - Opened by AVPokrovsky 8 months ago - 5 comments

#729 - i have question about lightgbm GPU

Issue - State: closed - Opened by hwoarang09 8 months ago - 1 comment

#727 - ForecasterRNN: Feature keras3

Pull Request - State: closed - Opened by FernandoCarazoMelo 8 months ago

#726 - Forecaster with Deep Learning - GPU

Issue - State: open - Opened by AVPokrovsky 8 months ago - 10 comments
Labels: deep_learning

#725 - Feature fix tests

Pull Request - State: closed - Opened by JavierEscobarOrtiz 8 months ago

#724 - Feature only frame inputs

Pull Request - State: closed - Opened by JavierEscobarOrtiz 8 months ago

#723 - Feature input predict method

Pull Request - State: closed - Opened by JavierEscobarOrtiz 8 months ago

#722 - Error al ejecutar código de ejemplo de Deep Learning para pronóstico de series temporales en skforecast

Issue - State: closed - Opened by Chuello 8 months ago - 7 comments
Labels: deep_learning

#721 - added ashrae_daily data set

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 8 months ago

#720 - [QUESTION] Validation metric per fold

Issue - State: closed - Opened by guimalo 8 months ago - 1 comment
Labels: question

#719 - ForecasterRnn loss

Issue - State: open - Opened by AVPokrovsky 8 months ago - 11 comments
Labels: deep_learning

#717 - added m4 data

Pull Request - State: closed - Opened by JoaquinAmatRodrigo 8 months ago

#716 - Input shape of the regressor should be Input(shape=(lags, n_series))

Issue - State: closed - Opened by JavierEscobarOrtiz 8 months ago - 4 comments
Labels: deep_learning

#715 - In-sample predictions are not back transformed in ForecasterAutoreg()

Issue - State: closed - Opened by schoulten 8 months ago - 2 comments
Labels: documentation, enhancement

#714 - grid_search_forecaster_multiseries - error

Issue - State: closed - Opened by AVPokrovsky 8 months ago - 8 comments
Labels: bug

#713 - RNN - create_and_compile_model

Issue - State: closed - Opened by AVPokrovsky 8 months ago - 2 comments
Labels: deep_learning

#712 - grid_search_forecaster_multiseries and ForecasterRnn

Issue - State: closed - Opened by AVPokrovsky 8 months ago - 3 comments