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Log evaluation results to MLflow#2337

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tstadel merged 53 commits intomasterdeepset-ai/haystack:masterfrom eval_to_mlflowdeepset-ai/haystack:eval_to_mlflowCopy head branch name to clipboardApr 25, 2022

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Commits on Mar 21, 2022

• track eval results in mlflow

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• Update Documentation & Code Style

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• add pipeline.yaml and environment info

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• Merge branch 'eval_to_mlflow' of github.com:deepset-ai/haystack into eval_to_mlflow

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• Merge branch 'master' into eval_to_mlflow

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Commits on Mar 22, 2022

• improve logging to mlflow

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• Update Documentation & Code Style

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• introduce ExperimentTracker

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• move modeling.utils.logger to utils.experiment_tracking

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• Merge branch 'eval_to_mlflow' of github.com:deepset-ai/haystack into eval_to_mlflow

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• renaming: tracker and TrackingHead

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• refactor env tracking

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• fix pylint findings

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Commits on Mar 23, 2022

• Update Documentation & Code Style

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• rename MLFlowTrackingHead to MLflowTrackingHead

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• implement dataset hash

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• set docstrings

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Commits on Mar 24, 2022

• introduce PipelineBundle and Corpus

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• support reusing index

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Commits on Mar 25, 2022

• rename Corpus to FileCorpus

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Commits on Mar 29, 2022

• Merge branch 'master' into eval_to_mlflow

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Commits on Apr 11, 2022

• fix Corpus -> FileCorpus

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Commits on Apr 20, 2022

• Merge branch 'master' into eval_to_mlflow

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• Merge branch 'eval_to_mlflow' of github.com:deepset-ai/haystack into eval_to_mlflow

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• resolve cyclic dependencies

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• fix linter issues

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• remove helper classes

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• Merge branch 'eval_to_mlflow' of github.com:deepset-ai/haystack into eval_to_mlflow

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• fix imports

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Commits on Apr 21, 2022

• fix another unused import

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• update docstrings

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• simplify usage of experiment tracking tools

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• fix Literal import

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• revert schema changes

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• always end run

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Commits on Apr 25, 2022

• fix mypy issue

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• rename to execute_eval_run

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• fix merge of get_or_create_env_meta_data

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• improve docstrings

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