0.4.2 🐶

What's new

• Now you can deploy CV models - check out https://iterative.ai/blog/mlem-cv for examples
• Now can deploy models to fly.io with mlem deploy run flyio
• Added support for sklearn transformers - now MLEM can easily save CountVectorizers, TfidfTransformers, etc

Changes

• Allow to build pip for different python version by @mike0sv in #564
• Return default value for config get if not present by @mike0sv in #563
• Fix empty requirements in notebooks by @mike0sv in #562
• Update GH workflow by @aguschin in #561
• Fix bug with serving models without model, with processors only by @aguschin in #569
• Allow rerunning deploy without --load if deployment meta is going to be the same by @aguschin in #570
• Add fly.io deployments by @mike0sv in #511
• Remove empty dirs after artefact cleaning by @mike0sv in #571
• Add pil serializer for images by @mike0sv in #543
• set --force_overwite True as default for mlem build docker by @aguschin in #573
• Raise appr error if model option is missing by @mike0sv in #578
• add support for sklearn transformers by @ykasimov in #538

New Contributors

• @ykasimov made their first contribution in #538

Full Changelog: 0.4.1...0.4.2