Issues

• [BUG] NegativeBinomialLikelihood: wrong parameter order for multivariate series, and mu is not the mean

  unit8co/darts#3239 · Filter by author AbhayJuloori opened on Oct 7, 2026
  2

• [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
  1

• 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

• Discussion: Foundational / Pre-trained Models in Darts

  core improvementfeature requestnew model
  unit8co/darts#2933 · Filter by author daidahao opened on Oct 20, 2025
  14

• Feature request: allow predict_likelihood_parameters for auto-regressive QuantileRegression

  feature request
  unit8co/darts#2912 · Filter by author daidahao opened on Sep 29, 2025
  8

• [FEATURE] Allow to fit / calibrate conformal models

  feature request
  unit8co/darts#2886 · Filter by author swertz opened on Aug 28, 2025
  6

• [FEATURE] Add conformal models for classification-based forecasting models

  feature request
  unit8co/darts#2884 · Filter by author JepeCC opened on Aug 27, 2025
  1

• [FEATURE] Add zero-inflated distribution likelihood models

  feature request
  unit8co/darts#2866 · Filter by author eschibli opened on Aug 6, 2025
  3

• Add One-Hot Encoder to Time Axis Encoders

  feature requestpr_welcome
  unit8co/darts#2842 · Filter by author konsram opened on Jul 7, 2025
  7

• How are samples drawn from conformal prediction model / quantiles?

  q&aquestion
  unit8co/darts#2830 · Filter by author JuanCruzC97 opened on Jun 23, 2025
  4

• Add Reproducible Paper Benchmarks

  triage
  unit8co/darts#2819 · Filter by author FourierMourier opened on Jun 6, 2025

• Needs clarification on self.input_size_total of _VariableSelectionNetwork

  unit8co/darts#2817 · Filter by author kev-leehc opened on Jun 5, 2025
  2

• Native multilabel support on forecasting classification with CatBoost and XGB

  improvement
  unit8co/darts#2775 · Filter by author jonasblanc opened on Apr 16, 2025

• [FEAT] RIN for covariates

  feature requestpr_welcome
  unit8co/darts#2758 · Filter by author turbotimon opened on Apr 3, 2025
  7

  

• xLSTM-Mixer for Darts

  new model
  unit8co/darts#2756 · Filter by author PaulRabich opened on Apr 3, 2025
  6