Code

Feat/optuna#128

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voorhs merged 77 commits intodevdeeppavlov/AutoIntent:devfrom feat/optunadeeppavlov/AutoIntent:feat/optunaCopy head branch name to clipboardFeb 14, 2025

+790-193

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Commits on Feb 1, 2025

• define interface

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• basic ho iterator

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  90af5ce

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• move obtaining data for train from node optimizer to modules themselves

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Commits on Feb 2, 2025

• stage progress

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  ccf6e41

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• implement cv iterator

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Commits on Feb 5, 2025

• minor bug fix

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  8649e14

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• implement cv iterator for decision node

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  a300f19

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• move cv iteration to base module definition

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• implement cv iterator for embedding node

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• add training to score_ho of each node

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• properly define base module

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• fix codestyle

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• remove regexp node

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• remove regexp validator

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• fix typing problems (except DataHandler._split_cv)

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• add ingore oos decorator

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• fix codestyle

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  a74e5dd

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• fix typing

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• add oos handling to cv iterator

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• remove DataHandler.dump()

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• minor bug fix

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• implement splitting to cv folds

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• fix codestyle

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• remove regex tests

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• bug fix

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• bug fix

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• update tests

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• fix typing

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  5ac89db

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• big fix

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• basic test on cv folding

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• add tests for metrics to ignore oos samples

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• add tests for cv iterator

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• fix codestyle

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Commits on Feb 6, 2025

• minor bug fix

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  75e47c8

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• pull dev

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• fix codestyle

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• add test for cv

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  39e69d8

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• bug fix

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• implement cv iterator for description scorer

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• refactor cv iterator for description node

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• fix typing

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• add cache cleaning before refitting

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• bug fix

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• implement refitting the whole pipeline with all train data

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  89c6406

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• fix typing

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• bug fix

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• fix typing

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Commits on Feb 7, 2025

• respond to samoed

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Commits on Feb 10, 2025

• create ValidationType in autointent.custom_types

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• fix docstring

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• properly expose n_folds argument

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• implement _fit_bayes

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Commits on Feb 11, 2025

• add typing to param spaces

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• minor bug fix

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  a0ef81c

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• minor bug fix

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  b2f4dc2

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• fix codestyle

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• resolve conflicts

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• add tuning selection to pipeline

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• add test on bayes

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• disable search space validation for now

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• fix codestyle

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• remove ParamSpaceCat (it's redundant)

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Commits on Feb 12, 2025

• move to optuna entirely

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• refactor yaml format a little bit

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• add test for random sampler

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• rename some variables

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Commits on Feb 14, 2025

• add config validation for optuna (#132)

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• return CI config back to normal

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• fix default value for step in ParamSpaceFloat

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• resolve conflicts

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• update schema

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• update callback test

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• change CI config

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• update search space configs for testing

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• enable validation back

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• remove TunableDecision from search spaces

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• upd schema

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