Issues

• [BUG] MIDAS fails on short multivariate or sampled series

  unit8co/darts#3303 · Filter by author AryanRG opened on Oct 25, 2026

• [BUG] CatBoostModel(likelihood="gaussian") returns the variance in the _sigma component of predict_likelihood_parameters

  unit8co/darts#3301 · Filter by author aminmiral opened on Oct 25, 2026

• Reverse scalar division by TimeSeries raises a negative-power error

  bugtriage
  unit8co/darts#3297 · Filter by author galafis opened on Oct 24, 2026

• Warn or provide aggregation parameter in TimeSeries.values() / to_dataframe() when called on stochastic TimeSeries (n_samples > 1)

  unit8co/darts#3296 · Filter by author iida-masashi opened on Oct 24, 2026
  2

• Support probabilistic prediction (num_samples > 1) in EnsembleModel when mixing probabilistic and deterministic models

  unit8co/darts#3295 · Filter by author iida-masashi opened on Oct 24, 2026

• FourTheta.fit and Theta.fit fail with ValueError on non-positive series under default SeasonalityMode.MULTIPLICATIVE

  unit8co/darts#3294 · Filter by author iida-masashi opened on Oct 24, 2026
  1

• [IMPROVEMENT] Lazy per-quantile TreeExplainer creation and easier median component selection in ShapExplainer for QuantileRegression SKLearnModels

  unit8co/darts#3293 · Filter by author iida-masashi opened on Oct 24, 2026

• [IMPROVEMENT] Support using end of training series as lookback context for contiguous short val_series in TorchForecastingModel.fit()

  unit8co/darts#3292 · Filter by author iida-masashi opened on Oct 24, 2026

• [IMPROVEMENT] Avoid tiling input batch num_samples times before forward pass in PLForecastingModule.predict_step when mc_dropout=False

  unit8co/darts#3291 · Filter by author iida-masashi opened on Oct 24, 2026

• [BUG] check_seasonality reports seasonality for almost any series, including white noise

  unit8co/darts#3286 · Filter by author akshpatel0910 opened on Oct 21, 2026
  2

• [IMPROVEMENT] Warn when TorchForecastingModel.predict(series=None) is called after fit(series, val_series=...) where val_series follows series

  unit8co/darts#3278 · Filter by author iida-masashi opened on Oct 16, 2026

• [BUG] SuppressStdoutStderr in Prophet.fit() is not thread-safe and permanently redirects process FD 1/2 to /dev/null under concurrent execution

  unit8co/darts#3276 · Filter by author iida-masashi opened on Oct 16, 2026
  2

• [New Model] Timestral zero-shot multivariate forecasting

  unit8co/darts#3268 · Filter by author maxvandenhoven-xebia opened on Oct 16, 2026
  1

• [BUG] Foundation model fine-tuning metrics use all pretrained quantiles instead of user-selected predictions

  unit8co/darts#3218 · Filter by author daidahao opened on Sep 28, 2026
  2

• Add xPatch dual-stream forecasting model

  unit8co/darts#3209 · Filter by author smellslikeml opened on Sep 21, 2026

• Allow TFTExplainer to explain more series than the model batch size

  unit8co/darts#3171 · Filter by author mahimn01 opened on Jul 30, 2026
  2

• [Feature] Efficient DTW and clustering

  triage
  unit8co/darts#3140 · Filter by author daidahao opened on Jun 20, 2026

• [QUESTION] Have you considered more advanced outlier detection and value imputation?

  core improvementfeature request
  unit8co/darts#3128 · Filter by author reiser02 opened on Jun 2, 2026
  4

• Add save() and load() methods toKMeansScorer

  feature requestgood first issue
  unit8co/darts#3051 · Filter by author inad9300 opened on Mar 30, 2026
  8

• [FEATURE] Add TimeSeriesSequence collection type for more accessible multiple time series representation

  core improvementfeature request
  unit8co/darts#3037 · Filter by author brunnedu opened on Mar 16, 2026
  2

  

• [New Model] Reverso Foundation Model

  triage
  unit8co/darts#3034 · Filter by author daidahao opened on Mar 3, 2026
  7

• Statsmodels Summary addition into Darts

  triage
  unit8co/darts#3030 · Filter by author Rud854 opened on Feb 24, 2026

• [Feature] add encoder support for torch datasets

  core improvementfeature request
  unit8co/darts#3007 · Filter by author jakubchlapek opened on Feb 5, 2026
  3

• [Feature] Improve handling & documentation of encoders and categorical static covariates in .fit_from_dataset()

  documentationgood first issue
  unit8co/darts#3006 · Filter by author tRosenflanz opened on Feb 4, 2026
  3

• multi_models = True and output_chunk_length > 1 : index future covariates relatively to the forecasted step

  core improvementfeature request
  unit8co/darts#2968 · Filter by author swertz opened on Dec 11, 2025
  9