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Fair point. MLflow has a lot of features to cover the end-to-end dev cycle. This SQLite tracker only covers the experiment tracking part. We have another proje
by edublancas 4y ago
Fair point. MLflow has a lot of features to cover the end-to-end dev cycle. This SQLite tracker only covers the experiment tracking part.
We have another project to cover the orchestration/pipelines aspect: https://github.com/ploomber/ploomber https://github.com/ploomber/ploomber and we have plans to work on the rest of features. For now, we're focusing on those two.
- ralphc 4y agoHave you looked into duckdb for the database? I'm hearing for some tasks it's faster than SQLite.
- edublancas 4y agoYeah, we're also looking into it and we'll probably add it as a backend in the future!