v0.14.2

What's Changed

• v0.14.2 by @Oxid15 in #263

Full Changelog: v0.14.1...v0.14.2

v0.14.1

What's Changed

• v0.14.1 by @Oxid15 in #262

Full Changelog: v0.14.0...v0.14.1

v0.14.0

Version 0.14.0

Adds

• Make pipelines from python functions #237
• #241
• #242
• #243
• #249
• #250
• Cache #251
• #252
• #253

Enhances

• #235
• DataRegistrator (made deprecated anyway) #236
• #239
• #240
• #244
• #246
• #247
• #248
• #254
• #255
• #256
• #257
• #258

Removes

• MetaViewer read and write methods #238
• DataCLient and DatasetServer #238

Deprecates

• DataRegistrator, HistoryHandler, Repo concatenation, SequentialCacher #245
• Pickler #251

v0.13.1 - CLI fixes

What's Changed

• Fix missing CLI module by @Oxid15 in #234

Full Changelog: v0.13.0...v0.13.1

v0.13.0 - Large release, lots of new features

This version introduces a lot of great changes including rich metadata of experiments like descriptions, comments and tags, Metrics as value and meta containers and also descriptions of computing those values, links between objects, file and model artifacts, slugs for models as well as lots of other improvements.

Adds

• CLI #195 #198 #224 #228
  Cascade now introduces command line interface. The first version is simple and
  allows to use viewers, comment, tag and describe objects, view meta.
• #208 #217 #223
  Metrics are new entity that helps to organize metric values, build metadata around simple numerical values
• #210 #211 #229
• Models now have unique slugs #192 #199
• Models can log state, metrics without saving #200
• Comments for objects #202
• Descriptions of objects #196
• Tags for objects #197 #203
• Artifacts are now separated from wrapper #193
• File artifacts can be attached to the model #194

Enhances

• #201
• #204
• #206
• #207
• #209 #221
• #212
• #213
• #214
• #215 #225 #227
• #216
• #226
• #230

Fixes

• #205

Removes

• #191

Breaking changes

• Metrics are now stored differently, this is what can be fixed by new migrate CLI command #210 #211 #229
• History logs are now stored as deltas and would not be compatible with old ones #215 #225 #227
• meta_prefix was removed from constructors and update_meta no longer accepts path to files, to migrate use links

v0.12.1 - Security release

What's Changed

• Handle fit eval errors in trainer by @Oxid15 in #204
• Optimize HV by @Oxid15 in #205
• v0.12.1 - Security fixes and minor improvements by @Oxid15 in #222

Thanks

@zer0h-bb for contribution in finding security issues

Full Changelog: v0.12.0...v0.12.1

v0.12.0 - Major update!

Version 0.12.0 - Major update

Version 0.12.0 brings a lot of improvements and new functionality, restructures utils even more than 0.11.0 and becomes a last milestone before even bigger changes!

Attention! Some changes are breaking when switching from 0.11.1

Adds

• If you need to wrap your line as repo use cascade.models.SingleLineRepo #166
• Adds ModelLine.get_root and ModelRepo.get_root #166
• #173
• #175
• #177
• #183
• #187

Enhances

• FolderDataset can give file names #156
• Live dropdown updates in HistoryViewer #161
• MetricViewer and HistoryViewer now support lines as repos seamlessly #166
• HistoryViewer will show last updated lines instead of last created #167
• Save model without filename #168
• #169
• Improves the structure of code in DiffViewer and improves the page layout #171
• Models can be loaded without creation #172
• #174
• #176
• #179
• #180
• #185
• #186
• #188

Fixes

• Behavior of nan metrics in HistoryViewer #160
• Default repr of all Traceables #162
• Duplicated meta_prefixes in Repo and Line #163
• Fixes root parameter naming #166

Removes

• #184
• Old utils structure and some table modifiers #181

Docs

• #182

Utility release

This is the release to get the badge

v0.11.1 - Update with bugfixes

Changes

• Fix last_models showing order was reversed by @Oxid15 in #157
• Fix history logging when no logging setting is set by @Oxid15 in #158
• Improve errors by @Oxid15 in #159
• 0.11.1 by @Oxid15 in #164
• v0.11.1 by @Oxid15 in #165

Full Changelog: v0.11.0...v0.11.1

v0.11.0 - Goodbye, cdu!

What's Changed

• v0.11.0 - Goodbye cdu! by @Oxid15 in #155

This version separates cascade.utils into several submodules which are now to be used individually.
This changes the API of utils, but given the wide range of tools and their dependencies, it releases the constraint of having all of them installed at once for the user to use certain feature.

No other changes introduced in this release intentionally to make it a transfer point - users can stay at 0.10.0 until they will adapt to the new API and still use the same new features.

Full Changelog: v0.10.0...v0.11.0