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aspmx1.migadu.com; dkim=fail ("headers rsa verify failed") header.d=posteo.net header.s=2017 header.b=j1kCLU5V; dmarc=fail reason="SPF not aligned (strict)" header.from=posteo.net (policy=none); spf=pass (aspmx1.migadu.com: domain of guix-patches-bounces@gnu.org designates 209.51.188.17 as permitted sender) smtp.mailfrom=guix-patches-bounces@gnu.org X-Migadu-Spam-Score: 3.69 Authentication-Results: aspmx1.migadu.com; dkim=fail ("headers rsa verify failed") header.d=posteo.net header.s=2017 header.b=j1kCLU5V; dmarc=fail reason="SPF not aligned (strict)" header.from=posteo.net (policy=none); spf=pass (aspmx1.migadu.com: domain of guix-patches-bounces@gnu.org designates 209.51.188.17 as permitted sender) smtp.mailfrom=guix-patches-bounces@gnu.org X-Migadu-Queue-Id: 47EDB27A1D X-Spam-Score: 3.69 X-Migadu-Scanner: scn0.migadu.com X-TUID: ncGTsnwqt1iR This patchset adds the Optuna hyperparameter optimization framework. Optuna requires a number of ML frameworks for the whole test suite. I deleted some test files and added comments on missing packages. I packaged Skorch in the series but it's an optional dependency that is only used in the integration tests, which are completely disabled. The latest version of scikit-optimize (0.8.1), another optional dependency, is incompatible with the scikit-learn version in Guix (0.24.x). I am waiting for the next release to package it. The other dependencies are trickier. The executable in bin/ throws an error coming from pygobject, which I couldn't update. While there is a CLI, Optuna is mainly used as a library, that is why I prefix it with python-. Vinicius Monego (3): gnu: Add python-cma. gnu: Add python-skorch. gnu: Add python-optuna. gnu/packages/machine-learning.scm | 166 ++++++++++++++++++++++++++++++ 1 file changed, 167 insertions(+) -- 2.30.2