v2.1.0

[Saul (nasaul)]

Features

• [FEAT] Add conformal_error prediction intervals method Dresden (@DresdenGman) ([FEAT] Add conformal_error prediction intervals method #1175)
• [FEAT] Unified error distributions across the StatsForecast suite (ETS, CES, Theta + shared C++/Python infra) Saul (@nasaul) ([FEAT] Unified error distributions across the StatsForecast suite (ETS, CES, Theta + shared C++/Python infra) #1116)
• [FEAT] ConformalSeasonalPool model (CSP) Saul (@nasaul) ([FEAT] ConformalSeasonalPool model (CSP) #1159)
• [FEAT] Adds t, ged, normal-skewed and laplace distributions for fitting ARIMA Saul (@nasaul) ([FEAT] Adds t, ged, normal-skewed and laplace distributions for fitting ARIMA #1113)
• [FEAT] Add UCM (Unobserved Components Model) support Gordienko Roman (@formeo) (feat: add UCM (Unobserved Components Model) support #1081)
• [FEAT] Deprecate Numba Olivier Sprangers (@elephaint) ([FEAT] Deprecate Numba #1099)
• [FEAT] Simulate method for sample trajectories Ankit Hemant Lade (@ankitlade12) ([FEAT] Simulate method for sample trajectories #1072)

Bug Fixes

• [FIX] Add py.typed marker Dresden (@DresdenGman) (Add py.typed marker #1176)
• [FIX] IndexError in MSTL with more than 6 seasonal periods Vedant Agarwal (@Vedant-Agarwal) (Fix IndexError in MSTL with more than 6 seasonal periods #1163)
• [FIX] Validate unique model names for models without alias Hummer211 (@HummerQAQ) (fix: validate unique model names for models without alias #1079)
• [FIX] Prevent NaN prediction intervals in theta for short series (len(y) == 4) Robert (@robrui) (fix: prevent NaN prediction intervals in theta for short series (len(y) == 4) #1142)
• [FIX] Add new level validation method Mariana Menchero García (@MMenchero) (fix: add new level validation method  #1157)
• [FIX] Align SeasonalNaive forecasts when len(y) < season_length Mariana Menchero García (@MMenchero) (fix: align SeasonalNaive forecasts when len(y) < season_length #1153)
• [FIX] Improve adida & imapa Olivier Sprangers (@elephaint) ([FIX] Improve adida & imapa #1097)
• [FIX] Prevent out-of-bounds write when initializing residuals in arima… Vikram Kumar (@vkverma9534) (FIX: Prevent out-of-bounds write when initializing residuals in arima… #1073)

Docs

• [DOCS] Translate Spanish comment to English in SimpleExponentialSmoothing notebook kalichiruvelli-art (docs: translate Spanish comment to English in SimpleExponentialSmoothing notebook #1129)
• [DOCS] Fix remaining links Deven Mistry (@deven367) ([CHORE] Fix remaining links #1127)
• [DOCS] broken imgs Deven Mistry (@deven367) ([fix] broken imgs #1120)
• [DOCS] Add missing tutorial for AutoARIMAProphet adapter Mariana Menchero García (@MMenchero) ([FIX] Add missing tutorial for AutoARIMAProphet adapter #1117)
• [DOCS] Update title Deven Mistry (@deven367) ([seo] update title #1093)
• [DOCS] Fix broken figure links and fix table rendering Deven Mistry (@deven367) ([docs] fix broken figure links and fix table rendering #1086)
• [DOCS] Use utilsforecast.evaluation.evaluate in notebooks Indar Kumar (@IndarKarhana) (docs: use utilsforecast.evaluation.evaluate in notebooks #1084)
• [DOCS] Remove extra double quote in link Eduardo López (@loama) (remove extra double quote in link #1067)
• [DOCS] Migrate docs json Deven Mistry (@deven367) (Migrate docs json #1069)
• [DOCS] lazydocs to mkdocstrings Deven Mistry (@deven367) ([docs] lazydocs to mkdocstrings #1060)
• [DOCS] Adds VN1 notebook Saul (@nasaul) ([Feat] Adds VN1 notebook #1052)
• [DOCS] Fix table render Deven Mistry (@deven367) (Fix table render #1066)
• [DOCS]Third party licenses Deven Mistry (@deven367) (Third party licenses #1065)
• [DOCS] Adds VN1 notebook Saul (@nasaul) ([Feat] Adds VN1 notebook #1052)

Chores

• [CHORE] Updates pyarrow Saul (@nasaul) ([CHORE] Updates pyarrow #1161)
• [CHORE] Bumps idna Saul (@nasaul) ([CHORE] Bumps idna #1156)
• [CHORE] SHA-pin remaining third-party Actions in pytest/lint/build-docs/ci Junghwan (@shaun0927) ([CHORE] SHA-pin remaining third-party Actions in pytest/lint/build-docs/ci #1138)
• [CHORE] update link to datasetsforecast Deven Mistry (@deven367) ([chore] update link to datasetsforecast #1132)
• [CHORE] Adds explicit permissions to workflows Saul (@nasaul) ([CHORE] Adds explicit permissions to workflows #1112)
• [CHORE] Update dependencies for alerts Saul (@nasaul) ([CHORE] Update dependencies for alerts #1111)
• [CHORE] update pyproject.toml and other workflows to use uv Deven Mistry (@deven367) ([chore] update pyproject.toml and other workflows to use uv #1080)
• [CHORE] Updates Contributing.md Saul (@nasaul) (Updates Contributing.md #1075)
• [CHORE] remove blog Deven Mistry (@deven367) (remove blog #1076)
• [CHORE] Unpin scipy Saul (@nasaul) (Unpin scipy #1074)
• [CHORE] Minor fixes Deven Mistry (@deven367) (Minor fixes #1071)
• [CHORE] Fixes ets name Saul (@nasaul) (Fixes ets name #1070)
• [CHORE] Third party licenses Deven Mistry (@deven367) (Third party licenses #1065)

---

This discussion was created from the release v2.1.0.