v0.17.0-dev.5 (2024-09-12)

Feature

• feat: Add the ability to add a niceML formatted timestamp based on a given datetime object

The timestmap format used in niceml has a special foramt. If it is necessary to create this, it can now be created based on a given datetime object. (9cebe9d)

v0.17.0-dev.4 (2024-08-20)

Fix

• fix: less static dependencies (e0becd7)

• fix: config tests for old config (af02edc)

• fix: config tests (10b0d78)

Unknown

• fest: add option to save model in onnx format (58f19c0)

v0.17.0-dev.3 (2024-08-15)

Fix

• fix: make altair not optional (6b248d5)

v0.17.0-dev.2 (2024-08-12)

Documentation

• docs: improve docstring for read and write functions (46f9f53)

• docs: improve docstring for read and write functions (1840097)

Feature

• feat: add write chart to exp context (f120835)

Test

• test: test write_chart (d636f63)

v0.17.0-dev.1 (2024-08-07)

Feature

• feat: Add possibility to pass additional arguments when initializing a ResultAnalyzer (#134)

📥 Pull Request Description

This PR adds the following features and changes:

• feat: Add possibility to pass additional arguments when initializing a
  ResultAnalyzer
• refactor: Add an experiment context to the initialize function of
  the DataframeAnalyzer
• refactor: Pass the experiment context of a train or eval pipeline run
  to the result analyzer.

👀 Affected Areas

• Result analyzers
• Analyse op
• Train and eval job (6e48893)

v0.16.1-dev.1 (2024-07-23)

Ci

• ci: Adjust version_variables and version_toml for semantic-release (#133)

📥 Pull Request Description

• Replace version_variable by version_variables and version_toml

👀 Affected Areas

• pyproject.toml
• CI/CD (3bf6d0e)

• ci: update used python version in docs pipeline (f6258a1)

• ci: fix prerelease flag in pre-release pipeline (f5fb645)

• ci: Update python-semantic-release and add pre-release pipeline for dev branch (16a28c1)

Fix

• fix: Downgrade python-semantic-release and adjust build command (#132) (b23fce4)

• fix: change version (#130)

📥 Pull Request Description

Please describe your changes in detail and provide any necessary
context.

👀 Affected Areas

Please indicate which areas of the project are affected by your changes
(e.g. dashboard, pipelines, tests, documentation).

📝 Checklist

Please make sure you've completed the following tasks before submitting
this pull request:

• Pre-commit hooks were executed
• Changes have been reviewed by at least one other developer
• Tests have been added or updated to cover the changes (only
  necessary if the changes affect the executable code)
• All tests ran successfully
• All merge conflicts are resolved
• Documentation has been updated to reflect the changes
• Any necessary migrations have been run (7343560)

Refactor

• refactor: Allow kwargs in write_image (f1c13f0)

• refactor: Update dependencies (485983b)

Unknown

• Merge branch 'main' into develop (7c04b92)

• Pre-Release and new versioning (#129)

📥 Pull Request Description

Please describe your changes in detail and provide any necessary
context.

👀 Affected Areas

Please indicate which areas of the project are affected by your changes
(e.g. dashboard, pipelines, tests, documentation).

📝 Checklist

Please make sure you've completed the following tasks before submitting
this pull request:

• Pre-commit hooks were executed
• Changes have been reviewed by at least one other developer
• Tests have been added or updated to cover the changes (only
  necessary if the changes affect the executable code)
• All tests ran successfully
• All merge conflicts are resolved
• Documentation has been updated to reflect the changes
• Any necessary migrations have been run

Co-authored-by: Nils Uhrberg <[email protected]> (f237a49)

• Feature/versioning with ge (#128)

📥 Pull Request Description

Changed all possible versions to >=

📝 Checklist

Please make sure you've completed the following tasks before submitting
this pull request:

• Pre-commit hooks were executed
• Changes have been reviewed by at least one other developer
• Tests have been added or updated to cover the changes (only
  necessary if the changes affect the executable code)
• All tests ran successfully
• All merge conflicts are resolved
• Documentation has been updated to reflect the changes
• Any necessary migrations have been run (2713f33)

Feature

• Add file loader (ea916b7)

Fix

• Localizeexperiment with location config (5edff9f)

Feature

• Allow freeze of model weights in training (1fee972)

Fix

• Test pipeline pendulum dependency (299426a)
• Update poetry in Github pipelines to 1.7.1 (2d0dd2e)
• Load non-parq files with DFLoader load_df (b693710)
• Add original model id to eval experiment info (494c101)

Feature

• Update altair to 5.2.0 (#113) (fbb72d4)
• Update tensorflow (>=2.13,<=2.15) and dagster (~1.6.0). Remove support for python 3.8 (#106) (9c3f6af)

Fix

• Simplify ExperimentManager using exp_dict (9a54dc9)
• Query experiments based on storage handler name not mutable id (1e94add)
• Changed tf-macos version to <=2.14 (5516531)

Feature

• Update tensorflow (>=2.13,<=2.15) and dagster (~1.6.0). Remove support for python 3.8 (#106) (71d82cc)

Fix

• ci: Set Python version to 3.11 due to an interpretation error of the Github actions (29bafbf)
• Changed tf-macos version to <=2.14 (a84c6c4)

Feature

• Dependencies: Allow Python 3.11 and adapt dependency versions (a60a420)

Fix

• Dependencies: Set tensorflow-io-gcs-filesystem to ~0.33.0 (59a059f)

Documentation

• Adjust python version information in documentation (5ea5e93)

Feature

• Add contribution guidelines to the project (#103) (b9ea55a)
• MLflow: Allow logging of nested tuple or int metrics in the TensorGraphAnalyzer (daea28a)
• Change model custom objects and callbacks refactored (c6f9fd3)
• Write and read json options in experiment context (#90) (1aa8bd5)

Fix

• Rename tensorflow to keras (f38536f)
• Pillow vulnerability and other + formatting (#89) (9c62f3b)
• Reload finished experiments in dashboard (#87) (aafe59a)
• Generate mkdocs graphs with multiple dependencies (#86) (61488b2)
• Replace lambda class_extractor in DirClsDataInfoListing with a private function because lambdas are not pickable (#85) (98f25df)
• Remove job flag to prevent multiple mlflow runs (#82) (31b3875)
• Remove job flag to prevent multiple mlflow runs (8c8b78f)

Documentation

• contribution: Add information about how conventional and non-conventional commits are handled in pull requests (ec12c19)
• DevEntSetup: Refactor hint for other than conda (bc5acfe)
• DevEnvSetup: Add hint for pipenv or other comparable solutions. Add recommendation for Apple Silicon (2c732f5)
• Update contact information in CODE_OF_CONDUCT (9780565)
• Add contribution guidelines and community standards into documentation (b209c4b)
• Optimize coding standards (3810dcb)
• Add Commit Guidelines (c404b38)
• Add Developer Environment Setup Guide (94d5e83)
• Standardize headings (50805f7)
• Add coding standards and contribution guidelines (3a64c22)

Feature

• Optimize file locks (#94) (907c169)

Fix

• List_dir filter_ext (#93) (d8171fb)

Feature

• Write and read json options in experiment context (#90) (77d3dc9)

Fix

• Pillow vulnerability and other + formatting (#89) (3d3e6af)

Fix

• Reload finished experiments in dashboard (#87) (39764f5)
• Generate mkdocs graphs with multiple dependencies (#86) (ac56427)
• Replace lambda class_extractor in DirClsDataInfoListing with a private function because lambdas are not pickable (#85) (def7d1a)

Fix

• Add installation info to main documentation (#84) (10e60db)
• Add installation info to main documentation (b2f8c10)

Fix

• Analysis now have credentials for datasets (#81) (aeb6e63)
• Analysis now have credentials for datasets (87f7214)

Feature

• Integrate mlflow in niceml (#79) (23aa7dc)
• Add predictionfunction and models as folder (#78) (368c25c)

Fix

• Return the experiment path instead of the ExperimentInfo if exp_id is not latest (#76) (2d31041)