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ML engineer, I am up to 3 irreversibly broken environments after simply adding a package. Conda is inexcusably slow and but even mamba can save it. Every conda
by gillesjacobs 2y ago
ML engineer, I am up to 3 irreversibly broken environments after simply adding a package. Conda is inexcusably slow and but even mamba can save it. Every conda project I have ever was later switched to poetry.
Here's a fun challenge: try to determine channel priority in your conda env, go ahead try.
Conda is the single worst packaging tool I have ever used.
- p1esk 2y agoOK, would you say poetry is the best for ML engineers?
- gillesjacobs 2y agoPoetry worked best in several Python-first companies and clients I have worked for. It's not perfect but the best bet for complex and collaboration-heavy projects.