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Recent Releases of OpenSTEF

OpenSTEF - v2.5.1a9

Rerelease the previous one

Energy Systems - Load and Demand Forecasting - HTML
Published by EnricoASchmitz over 3 years ago

OpenSTEF - v2.5.1a8

Change logging to debug

Energy Systems - Load and Demand Forecasting - HTML
Published by EnricoASchmitz over 3 years ago

OpenSTEF - v2.5.1a7

Add path logging

Energy Systems - Load and Demand Forecasting - HTML
Published by EnricoASchmitz over 3 years ago

OpenSTEF - v2.5.1a6

Add matplotlib

Energy Systems - Load and Demand Forecasting - HTML
Published by EnricoASchmitz over 3 years ago

OpenSTEF - v2.5.1a5

Add matplotlib

Energy Systems - Load and Demand Forecasting - HTML
Published by EnricoASchmitz over 3 years ago

OpenSTEF - v2.5.1a4

Add a try catch around the get metrics

Energy Systems - Load and Demand Forecasting - HTML
Published by EnricoASchmitz over 3 years ago

OpenSTEF - v2.5.1a3

training applicator needs features

Energy Systems - Load and Demand Forecasting - HTML
Published by EnricoASchmitz over 3 years ago

OpenSTEF - v2.5.1a2

potential fix to model.score issue on acc

Energy Systems - Load and Demand Forecasting - HTML
Published by EnricoASchmitz over 3 years ago

OpenSTEF - v2.5.1a1

Pre-release implement MLflow

Energy Systems - Load and Demand Forecasting - HTML
Published by EnricoASchmitz over 3 years ago

OpenSTEF - v2.5.0

Changes

🚀 Features

  • Feature ktps 1452 prediction job to dataclass (#177) @EnricoASchmitz
  • Changed logging to have pid as key instead of in the message. (#179) @EnricoASchmitz

🐛 Bug Fixes

  • fix datetime format and remove model type selection (#182) @FrankKr
  • make exception more specific (#181) @FrankKr

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn over 3 years ago

OpenSTEF - v2.5.0a2

Changes

🚀 Features

  • Feature ktps 1452 prediction job to dataclass (#177) @EnricoASchmitz
  • Changed logging to have pid as key instead of in the message. (#179) @EnricoASchmitz

🐛 Bug Fixes

  • fix datetime format and remove model type selection (#182) @FrankKr
  • make exception more specific (#181) @FrankKr

Energy Systems - Load and Demand Forecasting - HTML
Published by github-actions[bot] over 3 years ago

OpenSTEF - Implement predictionjob dataclass pre-release

The pre-release to test the prediction job as a dataclass.

Energy Systems - Load and Demand Forecasting - HTML
Published by EnricoASchmitz over 3 years ago

OpenSTEF - v2.4.1

Changes

  • Code for stratification while splitsing the data (#168) @charlottecvn

🚀 Features

  • Also log 0 if no values are incorrect during validation (#173) @EnricoASchmitz

🐛 Bug Fixes

  • Bugfix include quantile models in basecase (#175) @JanMaartenvanDoorn
  • Fixed bug (#176) @JanMaartenvanDoorn

Energy Systems - Load and Demand Forecasting - HTML
Published by github-actions[bot] over 3 years ago

OpenSTEF - v2.4.0

Changes

  • Update openstf-dbc requirement from ~=1.2.0 to ~=2.0.2 (#174) @dependabot

Energy Systems - Load and Demand Forecasting - HTML
Published by github-actions[bot] over 3 years ago

OpenSTEF - Pre-release-sklearn-based-pipelines

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn over 3 years ago

OpenSTEF - pre release new open dbc version

pre release to test

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn over 3 years ago

OpenSTEF - v2.3.0

Changes

  • Feature ktps 1596 improve data validation logging (#167) @EnricoASchmitz

🚀 Features

  • Feature ktps 1552 feature & importance (#165) @EnricoASchmitz
  • Feature ktps 1543 optimize hyperparams (#163) @EnricoASchmitz

Energy Systems - Load and Demand Forecasting - HTML
Published by github-actions[bot] over 3 years ago

OpenSTEF - v2.2.3

Changes

  • Revert "Revert "Bugfix #155 KTPS-1572 enum hyperparam optim"" (#162) @FrankKr
  • Revert "Bugfix #155 KTPS-1572 enum hyperparam optim" (#160) @FrankKr
  • Update openstf-dbc requirement from ~=1.1.0 to ~=1.2.0 (#157) @dependabot

🚀 Features

  • Feature ktps 1548 error formatting (#158) @EnricoASchmitz
  • define abstract model class and add test for existing models (#152) @FrankKr
  • Feature ktps 1543 optimize hyperparams (#163) @EnricoASchmitz

🐛 Bug Fixes

  • Bugfix #155 KTPS-1572 enum hyperparam optim (#159) @bremme
  • Bugfix #155 ktps 1572 enum hyperparam optim (#156) @EnricoASchmitz

Energy Systems - Load and Demand Forecasting - HTML
Published by github-actions[bot] over 3 years ago

OpenSTEF - v2.2.2

Changes

🚀 Features

  • Feature better exceptions train model pipeline (#151) @bremme
  • If multiple exceptions are raised in a task, present an overview of pids per exception in teams message (#150) @FrankKr

🐛 Bug Fixes

  • Raise clear exception on unimplemented model (#149) @FrankKr

Energy Systems - Load and Demand Forecasting - HTML
Published by github-actions[bot] over 3 years ago

OpenSTEF - v2.2.1

Changes

  • Hotfix old forecast type (#148) @JanMaartenvanDoorn

Energy Systems - Load and Demand Forecasting - HTML
Published by github-actions[bot] over 3 years ago

OpenSTEF - v2.2.0

Changes

  • Updated openstf-dbc dependency

Energy Systems - Load and Demand Forecasting - HTML
Published by github-actions[bot] over 3 years ago

OpenSTEF - v2.1.8

Changes

🐛 Bug Fixes

  • Update python-upload-package.yaml (#147) @FrankKr

Energy Systems - Load and Demand Forecasting - HTML
Published by github-actions[bot] over 3 years ago

OpenSTEF - v2.1.7

Notes to devs (remove when turning draft into actual release):

  • PRs are automatically categorized based on their label.
    Be helpful by adding labels to uncategorized PRs:)
  • Please bump the version number in setup.py yourself
    and use that in the titel of the release

Changes

  • Bugfix name typo (#141) @FrankKr
  • Update release-drafter.yml (#139) @FrankKr
  • add Short Term Forecasting (#136) @FrankKr
  • Update release-drafter.yaml (#135) @FrankKr
  • change main name (#134) @FrankKr
  • Update README.md (#133) @FrankKr
  • remove obsolete import (#132) @FrankKr
  • Feature add draft releases action (#131) @FrankKr
  • Update optimize_hyperparameters.py (#130) @FrankKr

🚀 Features

  • add auto labler action (#137) @FrankKr

🐛 Bug Fixes

  • Update create_basecase_forecast.py (#146) @JanMaartenvanDoorn

🧰 Maintenance

  • change model kwargs to single line (#143) @FrankKr
  • Update release-drafter.yml (#144) @FrankKr
  • remove obs label (#142) @FrankKr
  • Docs add action docstrings (#138) @FrankKr

Energy Systems - Load and Demand Forecasting - HTML
Published by github-actions[bot] over 3 years ago

OpenSTEF - v2.1.5

Bugfixes and minor improvements

Energy Systems - Load and Demand Forecasting - HTML
Published by FrankKr over 3 years ago

OpenSTEF - v2.1.4

Includes three bugfixes regarding stdev generation and application

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn over 3 years ago

OpenSTEF - v2.1.3

Include bugfix for hyperparameter optimization.
Removed teams dependency from optimize_hyperparameters.

Energy Systems - Load and Demand Forecasting - HTML
Published by FrankKr almost 4 years ago

OpenSTEF - v2.1.2

Incorporate bugfix basecase

Energy Systems - Load and Demand Forecasting - HTML
Published by FrankKr almost 4 years ago

OpenSTEF - v2.1.1

includes:

  • check model age before retrieving input data
  • github repo renamed

Energy Systems - Load and Demand Forecasting - HTML
Published by FrankKr almost 4 years ago

OpenSTEF - v2.1.0

Changelog

  • Always sort the index after adding feature for multiple horizons
  • Use the forecast tzinfo format when add the tAhead column
  • Use pytz.utc for the create_basecase_forecast pipeline
  • Add documentation on the expected/required keys in prediction jobs for multiple functions/methods
  • Add option to set model_type when calling main() of
    • create_forecast task
    • train_model task

Energy Systems - Load and Demand Forecasting - HTML
Published by bremme almost 4 years ago

OpenSTEF - v2.0.3

  • changed ktpbase dependency to openstf-dbc

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn almost 4 years ago

OpenSTEF - v2.0.2

Fixes

  • Fix wrong signature ModelCreator.create_model (used for optimizing hyperparameters)

Energy Systems - Load and Demand Forecasting - HTML
Published by bremme almost 4 years ago

OpenSTEF - v2.0.1

Fixes

  • Fix Python 3.7, 3.8 compatibility
  • Bugfix algorithm type tag

Energy Systems - Load and Demand Forecasting - HTML
Published by bremme almost 4 years ago

OpenSTEF - Pre-release-bugfix-algtype

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn almost 4 years ago

OpenSTEF - v2.0.0

Changes:

  • Pipelines based on sklearn (general and most important change)
  • Logging in sklearn pipelines #72
  • Integrate monitoring in sklearn pipelines #456
  • Sklearn based hyperparameter optimization pipeline #83
  • Sklearn compatible quantile model #73
  • Modularlized sklearn pipeline #92
  • New basecase forecast pipeline #88
  • New fallback forecast #70
  • Moved DB calls out of pipeline #74
  • New model serializer #71
  • Added backtest pipeline

Fixes:

  • Bug in calculate completeness
  • Updated unittests

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn almost 4 years ago

OpenSTEF - Pre-release-sklearn-based-pipelines

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn almost 4 years ago

OpenSTEF - Pre-release-sklearn-based-pipelines

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn almost 4 years ago

OpenSTEF - Pre-release-sklearn-based-pipelines

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn almost 4 years ago

OpenSTEF - Pre-release-sklearn-based-pipelines

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn almost 4 years ago

OpenSTEF - Pre-release-sklearn-based-pipelines

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn almost 4 years ago

OpenSTEF - Pre-release-sklearn-based-pipelines

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn almost 4 years ago

OpenSTEF - Pre-release-sklearn-based-pipelines

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn almost 4 years ago

OpenSTEF - Pre-release-sklearn-based-pipelines

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn almost 4 years ago

OpenSTEF - Release v1.6.6

fixed calc_completeness bug

Energy Systems - Load and Demand Forecasting - HTML
Published by FrankKr almost 4 years ago

OpenSTEF - v1.7.0a5

Release minimal sklearn implementation to test integration.

Energy Systems - Load and Demand Forecasting - HTML
Published by FrankKr almost 4 years ago

OpenSTEF - v1.6.4

Changelog

  • Hotfix lagged features

Energy Systems - Load and Demand Forecasting - HTML
Published by FrankKr almost 4 years ago

OpenSTEF - Release v1.7.0a4

Energy Systems - Load and Demand Forecasting - HTML
Published by bremme almost 4 years ago

OpenSTEF - Release v1.7.0a3

Energy Systems - Load and Demand Forecasting - HTML
Published by bremme almost 4 years ago

OpenSTEF - Release v1.7.0a2

Energy Systems - Load and Demand Forecasting - HTML
Published by bremme almost 4 years ago

OpenSTEF - Release v1.7.0a1

Energy Systems - Load and Demand Forecasting - HTML
Published by bremme almost 4 years ago

OpenSTEF - Release v1.6.3

  • Fix quantile fallback forecast nan columns

Energy Systems - Load and Demand Forecasting - HTML
Published by bremme almost 4 years ago

OpenSTEF - Release v1.6.2

Added minor PR improvements

Energy Systems - Load and Demand Forecasting - HTML
Published by FrankKr almost 4 years ago

OpenSTEF - Release v1.6.1

  • Improved feature_engineering package
  • Refactor and reorganize other packages

Energy Systems - Load and Demand Forecasting - HTML
Published by bremme almost 4 years ago

OpenSTEF - Release v1.5.10

Minor bufixes

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn about 4 years ago

OpenSTEF - Release v1.5.9

Energy Systems - Load and Demand Forecasting - HTML
Published by gfsdekoning about 4 years ago

OpenSTEF - Release v1.5.8

Energy Systems - Load and Demand Forecasting - HTML
Published by gfsdekoning about 4 years ago

OpenSTEF - Release v1.5.6

Add features

  • Make holidays more universal
  • add sonarcloud badges
  • refactor train function
  • change teams message of energy splitting coefs from alerts to montoring

Bug fixes

  • fix teams message of energy splittting coefs format

Energy Systems - Load and Demand Forecasting - HTML
Published by gfsdekoning about 4 years ago

OpenSTEF - Release v1.5.5

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn about 4 years ago

OpenSTEF - Release v1.5.4

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn about 4 years ago

OpenSTEF - Release v1.5.3

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn about 4 years ago

OpenSTEF - Release v1.5.2

Energy Systems - Load and Demand Forecasting - HTML
Published by JanMaartenvanDoorn about 4 years ago

OpenSTEF - Release v1.5.1

Energy Systems - Load and Demand Forecasting - HTML
Published by bremme about 4 years ago

OpenSTEF - v1.5.0

Energy Systems - Load and Demand Forecasting - HTML
Published by bremme about 4 years ago

OpenSTEF - v1.5.0-beta5

Energy Systems - Load and Demand Forecasting - HTML
Published by bremme about 4 years ago

OpenSTEF - v1.5.0-beta4

Energy Systems - Load and Demand Forecasting - HTML
Published by bremme about 4 years ago

OpenSTEF - v1.5.0-beta3

Energy Systems - Load and Demand Forecasting - HTML
Published by bremme about 4 years ago

OpenSTEF - v1.5.0-beta2

Energy Systems - Load and Demand Forecasting - HTML
Published by bremme about 4 years ago