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
Fixes
Removes
Breaking changes
- Metrics are now stored differently, this is what can be fixed by new
migrateCLI command #210 #211 #229 - History logs are now stored as deltas and would not be compatible with old ones #215 #225 #227
meta_prefixwas removed from constructors and update_meta no longer accepts path to files, to migrate uselinks