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Industrial release 0.5#169

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Commits on Oct 21, 2024

• minor upgrades in wavelets

  

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• notebook updates

  

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Commits on Oct 22, 2024

• rework search space for wavelet_basis, rework dask multithread, add basic variance feature filtration to extractors

  

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• fix test

  

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• fix test 0.1

  

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• fix test 0.2

  

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• update poetry

  

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Commits on Oct 24, 2024

• fix test 0.3

  

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• add dask as backend for models, refactoring in constant and model repo

  

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• Merge remote-tracking branch 'origin/tutorial_and_fixes' into tutorial_and_fixes

  

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• add dask optuna integration

  

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• Merge remote-tracking branch 'origin/tutorial_and_fixes' into tutorial_and_fixes

  

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• fix test 0.4

  

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Commits on Nov 6, 2024

• refined requirements

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• refined requirements

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• Merge remote-tracking branch 'origin/dask_experiments' into dask_experiments

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• exclude lock

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• update requirements

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Commits on Nov 7, 2024

• test modification

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• update DaskOptunaTuner storage initialization and add optuna-integration dependency; remove sweep.yaml configuration

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• Merge remote-tracking branch 'origin/dask_experiments' into dask_experiments

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• Add context management for switching between industrial and fedot models

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Commits on Nov 8, 2024

• Update unit test workflow to include Python 3.11 and refactor ApiManager initialization

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• Refactor imports and clean up ApiManager methods for improved readability

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• Update giotto-tda version constraint to use caret notation

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Commits on Nov 12, 2024

• Bump version to 0.4.3, update Python version matrix, and refactor ApiManager and KernelEnsembler for improved clarity

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• Add pdl aglo for clf and reg

  

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• restructured benchmark examples folder

  

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• Merge remote-tracking branch 'origin/tutorial_and_fixes' into tutorial_and_fixes

  

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• minor refactoring

  

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Commits on Nov 28, 2024

• moving extractors to new module

  

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• Merge remote-tracking branch 'origin/tutorial_and_fixes' into tutorial_and_fixes

  

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• add PDL model, benchmark comparasion and example from parma

  

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• data transformation operation minor refactoring

  

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• add park transformation

  

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• Refactoring with Dask parallelism. Changes in classification_tabular preset

  

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• Remove resample mutation from default fedot context

  

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• minor fixes in fourier and wavelet heurisitc feature vector

  

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Commits on Nov 29, 2024

• Refactor metric handling and add Dask-based regression models

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• Add DaskPCA class

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• Fix RMSE calculation

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• add FedotEvoOptimizer,add optimisation params to Api methods

  

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• Merge remote-tracking branch 'origin/dask_experiments' into tutorial_and_fixes

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• fixes after merge

  

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Commits on Dec 2, 2024

• test fixes

  

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• remove open3d

  

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• refactor: update initial assumption strategy in ApiManager

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• fix DataCheck

  

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• Merge remote-tracking branch 'origin/industrial_release_0.5' into industrial_release_0.5

  

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• fix examples and test

  

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• fix extract features

  

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• Merge remote-tracking branch 'origin/industrial_release_0.5' into industrial_release_0.5

  

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Commits on Dec 3, 2024

• restructure example folder

  

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• fix api init and strategy cls

  

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• fix api manager

  

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Commits on Dec 4, 2024

• bump version to 0.5.0

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• bump version to 0.5.0 - poetry

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• set version to 0.5.0 in __init__.py

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Commits on Dec 5, 2024

• Update dependencies in pyproject.toml for compatibility and version upgrades

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• Add Python 3.11 to the CI workflow matrix

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• Update giotto-tda dependency to allow any version

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• update deps in requirements.txt and setup.py for backward compatibility

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Commits on Dec 10, 2024

• add crossover, add IndustrialOPtimizer, rework CUR algo, refactoring model repo

  

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• Merge remote-tracking branch 'origin/industrial_release_0.5' into industrial_release_0.5

  

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Commits on Dec 17, 2024

• update tests for consistency and clarity

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• add automl forecasting benchmark

  

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Commits on Jan 15, 2025

• refactoring API interface and parma example

  

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• Merge remote-tracking branch 'origin/industrial_release_0.5' into industrial_release_0.5

  

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• moved tutorial to automl_examples

  

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• add sketch_boosting and bagging operation

  

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Commits on Jan 16, 2025

• fix api class and forecasting example

  

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• fix: tidy up, add None-aware checks and small workarounds

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• fix: remove ambiguous sigma checks on ill condition

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• feat: add pdl_clf ts example

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• feat: add ts clf example with new configs

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• fix forecasting example and finetune api method

  

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• feat: add anomaly detection

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Commits on Jan 17, 2025

• valid forecasting example with full api usage

  

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• fix: remove finetune param from pdl example

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• fix: check if output_data has predict and target

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• Fix DeepAr model. Fix smoothing operation. Fix finetune method

  

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• fix: change ts clf bench constructor injection parameters

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