Nixtla/statsforecast

Issues

• MSTL is very slow and not using all CPU cores at all

  #851 opened 6 days ago by VictorDonjuan
  2

• ARIMA fit asymmetrical var_coef for some parameters

  #847 opened 12 days ago by rlshuhart
  0

• statsforecast: prediction fails if more than one model uses fallbackheuristic

  #845 opened 12 days ago by EddyXorb
  2

• ValueError: xreg is rank deficient

  #826 opened 15 days ago by obiii
  4

• Can I use Exogenous features with AutoETS

  #841 opened 19 days ago by sm-ak-r33
  1

• MSTL can't use AutoETS as trend_forecaster

  #840 opened 22 days ago by sm-ak-r33
  1

• Models: documented public methods/attributes to extract best parameters for Auto* models

  #829 opened a month ago by yarnabrina
  3

• Dead links for several pages in docs

  #838 opened a month ago by quant5
  1

• Model evaluation documentation asserts that datasetsforecast is required, but it isn't

  #833 opened a month ago by quant5
  2

• Can statsforecast detect season_length automatically?

  #817 opened 2 months ago by wwulfric
  2

• Auto_Ces "Exception: no model able to be fitted"

  #830 opened a month ago by LGsus20
  4

• Should `forecast_fitted_values` also work for fitted models in addition to when forecast(fitted=True) is called?

  #835 opened a month ago by quant5
  1

• Deprecate references to custom `evaluate_performace` function in favor of `utilsforecast.evaluation.evaluate`?

  #834 opened a month ago by quant5
  2

• Adding support for NPTS and Seasonal NPTS

  #760 opened 5 months ago by Jonathan-87
  3

• Problem getting fitted values using cross validation with a spark dataframe

  #831 opened a month ago by Jonathan-87
  2

• Problem using fit and predict or fit_predict using a spark dataframe

  #832 opened a month ago by Jonathan-87
  1

• AttributeError: 'bool' object has no attribute 'n_windows' when adding confidence level

  #805 opened a month ago by Hailey-ww
  4

• Getting error when training AutoCES on covid deaths dataset from gluonts

  #811 opened 2 months ago by Mo-Abdelhameed
  3

• Add a check for fitting a theta model with less than two seasonal periods

  #800 opened 2 months ago by nguyent17
  0

• StatsForecast: No model able to be fitted

  #816 opened 2 months ago by obiii
  1

• SeasonalNaive forecasts are not as expected; expected lag 12 but forecast is rounded and slightly off

  #806 opened 2 months ago by SaintRod
  2

• Nixtla statsforecast/statsmodels failing to import polars

  #792 opened 2 months ago by kleofas97
  3

• AutoARIMA import error

  #791 opened 2 months ago by sbalanoptima
  2

• MSTL Plot

  #787 opened 3 months ago by firmai
  2

• Missing Amazon Forecast results in the experiment docs

  #804 opened 3 months ago by arianmaghsoudnia
  4

• [Question] AutoARIMA.forward

  #797 opened 3 months ago by peregrinter
  5

• Statsforecat.predict expects wrong dataframe shape on X_df

  #798 opened 3 months ago by Vitorbnc
  10

• Independency of Time Series with Different Unique IDs

  #796 opened 3 months ago by furkancanturk
  2

• [AutoTBATS,TBATS] Usage example

  #789 opened 4 months ago by AzulGarza
  3

• FutureWarning in AirPassengersDF

  #781 opened 4 months ago by mepland
  0

• Make best fitted ARIMA an output of AutoARIMA

  #774 opened 4 months ago by RickoClausen
  2

• [AutoETS] Access the model components (Error, Trend and Seasonality)

  #785 opened 4 months ago by imad24
  1

• Allow external regressors TBATS

  #780 opened 4 months ago by juanitorduz
  2

• can we reduce the prediction accuracy

  #782 opened 4 months ago by neonarc4
  18

• IMAPA Model not working in statsforecast=="1.7.2"

  #776 opened 4 months ago by m-wasim
  1

• Croston: Error fitting with 0.0 values

  #772 opened 4 months ago by dgarridoa
  1

• Prediction Interval Questions

  #769 opened 4 months ago by webert6
  6

• StatsForecast/AutoArima ZeroDivisionError

  #767 opened 5 months ago by andrewkittredge
  2

• remove numba dependency

  #753 opened 5 months ago by jmoralez
  2

• Issue calculating conformity scores

  #751 opened 5 months ago by jcatankard
  3

• How to stop Jupyter Notebook Python kernel crashing when calling "from statsforecast.adapters.prophet import AutoARIMAProphet"?

  #729 opened 5 months ago by Josepancho
  2

• [Models] provide summary

  #762 opened 5 months ago by whao159107
  0

• plot is not showing as per as the doc mention

  #748 opened 5 months ago by neonarc4
  3

• Adding bootstrapping functionnality from residuals of a model

  #761 opened 5 months ago by Jonathan-87
  0

• [AutoARIMA] Exogenous features ignored with stepwise selection turned off

  #740 opened 5 months ago by Chaptyziok
  0

• StatsForecast Constructor Does Not Accept Polars Dataframe

  #738 opened 5 months ago by MathisC22
  4

• want to know minute

  #749 opened 5 months ago by neonarc4
  0

• [AutoETS] Add phi to init signature

  #727 opened 5 months ago by jmoralez
  0

• IndexError: list index out of range in StatsForecast with X_df

  #737 opened 6 months ago by jbkix06
  2

• HoltWinters alias parameters not supported and some other problems

  #733 opened 6 months ago by numomcmc
  6