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How did you find developing your models in clojure? I would love to switch away from python for ml but it seems to just have the ecosystem.
by profunctor 8y ago
How did you find developing your models in clojure? I would love to switch away from python for ml but it seems to just have the ecosystem.
- dmichulke 8y agoActually, I use both but my production models are in Clojure. I often end up implementing minor things myself using lower level abstractions (e.g., Linear Regressions or PCA with whitening using Matrix libraries) and I check the results and/or try new things using scikit-learn. So in general, I'd say I do the programming (outputing intermediate CSVs, tests, web service, thread handling, UI, ...) in Clojure(Script), and try other approaches (e.g., other models/parameters/...) in Python. I'm quite happy with this pipeline but probably to some extent because I really love to understand how things work and nothing pushes you to learn as much as a missing function in your ML library :-)