v0.4.0

[jmoralez]

New Features

• Sparse Reconciliation @mcsqr (Sparse Reconciliation #210)
• [FEAT] Probabilistic Forecasting Util Functions @dluuo ([FEAT] Probabilistic Forecasting Util Functions #195)
• [FEAT] NeuralForecast Compatibility and Example Notebook @dluuo ([FEAT] NeuralForecast Compatibility and Example Notebook #188)

Bug Fixes

• fix aggregate function @jmoralez (fix aggregate function #232)
• [FIX] Aggregate unbalanced datasets @federicogarza ([FIX] Aggregate unbalanced datasets #190)
• Fix assignment to unbound variable @nickto (Fix assignment to unbound variable #187)

Documentation

• [Doc] Updated FavoritaComplete evaluation @kdgutier ([Doc] Updated FavoritaComplete evaluation #220)
• [Doc] Added baseline version detail for replicability @kdgutier ([Doc] Added baseline version detail for replicability #218)
• [Doc] Added HierE2E Favorita baseline @kdgutier ([Doc] Added HierE2E Favorita baseline #217)
• [Doc] aggregate showdoc + external reconciliation tutorials' improvements @kdgutier ([Doc] aggregate showdoc + external reconciliation tutorials' improvements #214)
• [Doc] First iteration of HierE2E baseline execution + Documentation detail improvements @kdgutier ([Doc] First iteration of HierE2E baseline execution + Documentation detail improvements #212)
• [Doc] Added baseline experiments and minor protection to Normality reconciler @kdgutier ([Doc] Added baseline experiments and minor protection to Normality reconciler #203)
• [FEAT] HierarchicalForecast With GluonTS Example Notebook @dluuo ([FEAT] HierarchicalForecast With GluonTS Example Notebook #200)
• [Doc] Fix intro installation typo @kdgutier ([Doc] Fix intro installation typo #193)

Enhancement

• Fixes for large datasets @mcsqr (Fixes for large datasets #229)
• Rename MSSE into RelMSE, add new implementation of MSSE @nickto (Rename MSSE into RelMSE, add new implementation of MSSE #185)
• [FEAT] Core Numeric Type and Null Protections @dluuo ([FEAT] Core Numeric Type and Null Protections #181)

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This discussion was created from the release v0.4.0.