From 328fcaf7ba49a5563f959b7acee3995b2e88bc83 Mon Sep 17 00:00:00 2001 From: Alexander Andreev Date: Fri, 30 Aug 2024 09:16:32 +0100 Subject: [PATCH] Update solver in PCA config (#155) --- configs/regular/pca.json | 2 +- envs/conda-env-sklearn.yml | 2 +- envs/requirements-sklearn.txt | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/configs/regular/pca.json b/configs/regular/pca.json index bab34c0f..582acc9e 100644 --- a/configs/regular/pca.json +++ b/configs/regular/pca.json @@ -8,7 +8,7 @@ "n_components": 3, "copy": true, "whiten": false, - "svd_solver": "full", + "svd_solver": "covariance_eigh", "tol": 0.0, "iterated_power": 15, "random_state": 42 diff --git a/envs/conda-env-sklearn.yml b/envs/conda-env-sklearn.yml index 13b2bdd3..bbc34463 100644 --- a/envs/conda-env-sklearn.yml +++ b/envs/conda-env-sklearn.yml @@ -10,7 +10,7 @@ dependencies: - modin-all - scikit-learn-intelex # sklbench dependencies - - scikit-learn<1.5 + - scikit-learn - pandas - tabulate - fastparquet diff --git a/envs/requirements-sklearn.txt b/envs/requirements-sklearn.txt index cc2dcc81..2b2ac006 100644 --- a/envs/requirements-sklearn.txt +++ b/envs/requirements-sklearn.txt @@ -8,7 +8,7 @@ scikit-learn-intelex dpctl dpnp # sklbench dependencies -scikit-learn<1.5 +scikit-learn pandas tabulate fastparquet