0.13.0

[Oxid15]

Version 0.13.0 - 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 Basic CLI #195 Cli access meta #198 CLI commands #224 Improve CLI #228
  Cascade now introduces command line interface. The first version is simple and
  allows to use viewers, comment, tag and describe objects, view meta.
• Metrics #208 Sklearn metrics #217 Improve metrics #223
  Metrics are new entity that helps to organize metric values, build metadata around simple numerical values
• Links #210 Write dir #211 Make absolute paths in links if possible #229
• Models now have unique slugs Experiment ids #192 Meta access #199
• Models can log state, metrics without saving Experiment sequences #200
• Comments for objects Comments #202
• Descriptions of objects Add descriptions #196
• Tags for objects Add tags #197 Rename methods and merge them #203
• Artifacts are now separated from wrapper Separate artifacts from wrappers #193
• File artifacts can be attached to the model File artifacts #194

Enhances

• Version to py file #201
• Handle fit eval errors in trainer #204
• Lazy Repo #206
• ModelLine handles saving errors #207
• Meta from folder #209 Meta writing fixes #221
• Version management #212
• Unify container interface #213
• Improve line #214
• History in diffs #215 Fix type diffs #225 Improve HV #227
• Separate tests by submodule #216
• Improve meta prefix #226
• Versioning #230

Fixes

• Optimize HV #205

Removes

• Do not store all file names in meta of folder dataset #191

Breaking changes

• Metrics are now stored differently, this is what can be fixed by new migrate CLI command Links #210 Write dir #211 Make absolute paths in links if possible #229
• History logs are now stored as deltas and would not be compatible with old ones History in diffs #215 Fix type diffs #225 Improve HV #227
• meta_prefix was removed from constructors and update_meta no longer accepts path to files, to migrate use links