v0.10.0 - Update

New Cascade version is here! New metadata viewing tools are now available, tools for logging object states and more

Adds

• DataRegistrator - tool for logging history of data #148
• HistoryLogger - tool for logging history of meta of any objects
• DiffViewer - tool to view raw metadata from repos, data histories and version logs in one place #149 #151
• The ability to choose metric in HistoryViewers GUI #150

Refactors

• More thorough typing, especially with meta

Fixes and changes

• Important - version log format in VersionAssigner changed and old logs are now not supported
• Important - plotly is now an optional dependency

PR's

• Update README by @Oxid15 in #140
• Documentation update by @Oxid15 in #141
• Optional plotly by @Oxid15 in #142
• Add .yaml as format that also supported since it is another name of YAML by @Oxid15 in #143
• Meta typing by @Oxid15 in #144
• ModelRepo logging by @Oxid15 in #145
• Data registration by @Oxid15 in #146
• Fix weighed sampler by @Oxid15 in #147
• Dataset history by @Oxid15 in #148
• View history by @Oxid15 in #149
• Choose metric in HistoryViewer by @Oxid15 in #150
• View diffs in version logs by @Oxid15 in #151
• 0.10.0 by @Oxid15 in #152
• 0.10.0 - Update by @Oxid15 in #153

Full Changelog: v0.9.0...v0.10.0

v0.9.0 - Stability update

Version 0.9.0

New Cascade version is here - now it is an update that enhances stability and reliability of the package. New bugfixes, improved error messages, dataset versioning, more thorough testing.

Adds

• New way of dataset versioning. IMPORTANT! Be careful when updating from 0.8.0 because the way versioning works now changed and it will result in little bit inconsistent versions. #137 #138
• skeleton function to recursively extract the names of datasets from the pipeline #137
• The notion of SizedDataset which should solve the inconsistencies with Dataset interface that has no __len__ method
• Improved ConstantBaseline can now produce constants of any shape #135
• Metadata to TimeSeriesDataset #136

Refactors

• Copyright notices added where missing
• Better typing in all modules, parameters and methods
• Better code formatting
• RangeSampler now more protected against non-intended usage
• split now more protected against missing parameters
• HistoryVIewer's work with the lines
• MetricViewer.get_best_by method is now informs that it does not work with non-sortable metrics
• BasicTrainer.train protected against missing test_ds when eval_strategy provided
• YAMLHandler now raises an error if reading an empty file

Fixes

• The problem in UnderSampler with repeating elements
• The problem in WeighedSampler with string labels

0.8.0

Version 0.8.0

New Cascade version at last!
0.8.0 brings some useful changes and improvements

Adds

• Adds the ability to index lines in ModelRepo by integer indices #104
• Adds the ability to load best model by certain metric using MetricViewer #104
• The ability to customize saving and evaluation strategies in Trainer #107
• Check of hash in SkModel SkModel hash check #111
• Way to get dataset from Pickler #113
• ModelRepo automatically assigns name to a new line #114
• VersionAssigner - the way to automatically version datasets #112
• Composer #121
• WeighedSampler #125
• DataleakValidator #126

Refactors

• More stable start from checkpoint in Trainer #107
• Improves repo performance - now it loads much faster #109
• Work with meta lists #116
• Under- and OverSampler

Fixes

• MetaViewer behaviors #116

Deletes

• MetaHandlers read and write will be deprecated #109
• Removes the ability to use repo.lines as a public field making it protected #104
• Drops support of old meta files with no type keyword #110
• Drop SkModel name argument warning #110
• Drop SkClassifier #110

Docs

• New Trainer example #116

0.7.3 - Patch and new docs

What's Changed

• Update versions of requirements, make them more compatible by @Oxid15 in #117
• Update docs by @Oxid15 in #118
• Patch Concatenator's meta by @Oxid15 in #119
• Patch 0.7.3 by @Oxid15 in #120

Full Changelog: v0.7.2...v0.7.3

0.7.2 - Patch and docs update

What's Changed

• Add trainers example by @Oxid15 in #115
• Refactor and update docs by @Oxid15 in #116

Full Changelog: v0.7.1...v0.7.2

0.7.1 - Patch

What's Changed

• Add message in HistoryViewer by @Oxid15 in #106
• Docs update by @Oxid15 in #105
• Patch 0.7.1 by @Oxid15 in #108

Full Changelog: v0.7.0...v0.7.1

0.7.0

Version 0.7.0

Adds:

• The ability to save models without binaries in only_meta mode #83
• The ability to show only N last lines or models in HistoryViewer #85
• RangeSampler and split function #86
• The ability to F5 update in MetricViewer and HistoryViewers serve() method #87
• RandomSampler can now oversample #92
• Trainer and BasicTrainer classes #95
• The ability to pass a list of callables to Validator #99

Refactors:

• Protected fields #84
• Make more informative error messages in MetaHandlers #90
• Make MetaViewer lazy loaded, which should speed up large repos #90
• ModelRepos now are more reliable in case of missing or broken meta files #90
• Optimize ModelLine
• Refine error messages #91
• Make logging in repo more clear and reliable #91
• HistoryViewer can handle missing meta #93
• MetricViewer can handle missing meta #100

Fixes:

• Meta file's format can be chosen from ModelLine and ModelRepo #90
• Makes the work with ModelRepoConcatenator possible #94
• Enables the kwargs in serve method #94

Deletes:

• The support of repos created in versions >=0.2.0 #83
• ModelAggregate #97

Docs:

• Corrected text and typos #98
• Updated installation info #98
• Refined website theme #98
• Added new use-case #98

0.6.2 - Patch release

What's Changed

• 0.6.2 by @Oxid15 in #88
• Patch by @Oxid15 in #89

Full Changelog: v0.6.1...v0.6.2

0.6.1 - Patch

What's Changed

• Bug with MetricViewer fixed by @Oxid15 in #82

Full Changelog: v0.6.0...v0.6.1

0.6.0

What's Changed

• Dates are now dates and not just strings by @Oxid15 in #62
• Update meta from file by @Oxid15 in #63
• Use fixtures by @Oxid15 in #65
• Update tests by @Oxid15 in #64
• Drop skclassifier by @Oxid15 in #67
• Add TorchModel by @Oxid15 in #68
• Update docs by @Oxid15 in #69
• Model update by @Oxid15 in #70
• Abstract from json by @Oxid15 in #66
• Serve args by @Oxid15 in #71
• Debug num in mv by @Oxid15 in #73
• Concatenator's meta is now dict by @Oxid15 in #74
• TorchModel now has graph description in meta by @Oxid15 in #75
• Repo summing by @Oxid15 in #76
• Metric viewer update by @Oxid15 in #77
• Utils update by @Oxid15 in #78
• Docs update by @Oxid15 in #79
• 0.6.0 by @Oxid15 in #72
• 0.6.0 by @Oxid15 in #80

Full Changelog: v0.5.2...v0.6.0