From: Vinicius Monego <monego@posteo.net>
To: 50956@debbugs.gnu.org
Cc: Vinicius Monego <monego@posteo.net>
Subject: [bug#50956] [PATCH 0/3] Add Optuna.
Date: Sat, 2 Oct 2021 03:39:16 +0000 [thread overview]
Message-ID: <20211002033916.64690-1-monego@posteo.net> (raw)
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
next reply other threads:[~2021-10-02 3:40 UTC|newest]
Thread overview: 8+ messages / expand[flat|nested] mbox.gz Atom feed top
2021-10-02 3:39 Vinicius Monego [this message]
2021-10-02 3:41 ` [bug#50956] [PATCH 1/3] gnu: Add python-cma Vinicius Monego
2021-10-02 3:41 ` [bug#50956] [PATCH 2/3] gnu: Add python-skorch Vinicius Monego
2021-10-02 3:41 ` [bug#50956] [PATCH 3/3] gnu: Add python-optuna Vinicius Monego
2021-10-13 2:00 ` [bug#50956] [PATCH v2 1/4] gnu: Add python-scikit-optimize Vinicius Monego
2021-10-13 2:00 ` [bug#50956] [PATCH v2 2/4] gnu: Add python-cma Vinicius Monego
2021-10-13 2:00 ` [bug#50956] [PATCH v2 3/4] gnu: Add python-skorch Vinicius Monego
2021-10-13 2:00 ` [bug#50956] [PATCH v2 4/4] gnu: Add python-optuna Vinicius Monego
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