Mikio L. Braun

ML and AI expert

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@mikiobraun
Mikio Braun
@mikiobraun
Part of a thread
mlflow (and others) essentially have a central DB of runs, but DVC follows the git model, so you have different areas (file system, local repo, remote repo).

Full thread (5 tweets) →

Had a very interesting discussion the other day on mlflow vs. DVC. They compared the model to subver...
May 19, 2022 · 12:56
mlflow (and others) essentially have a central DB of runs, but DVC follows the git model, so you hav...
May 19, 2022 · 12:56
Like subversion really got in your way because every commit was global (and you needed to resolve co...
May 19, 2022 · 12:56
DVC on the other hand follows the git model, so you can have local runs which you don't commit, comm...
May 19, 2022 · 12:56
I know that both projects have very different feature sets apart from that, but I thought this was a...
May 19, 2022 · 12:56