From 2b7674983264f9db6df4cc8e1e469776a695e6cd Mon Sep 17 00:00:00 2001 From: Chris Qlasty Date: Fri, 3 Nov 2017 12:00:28 +0100 Subject: [PATCH] 0.18 version left with 0.19 suggestions commented The previous version of the .fit( ) with the suggestion of how it should be done from the version 0.21. --- 11_deep_learning.ipynb | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/11_deep_learning.ipynb b/11_deep_learning.ipynb index 9d83729..db13ebd 100644 --- a/11_deep_learning.ipynb +++ b/11_deep_learning.ipynb @@ -4636,9 +4636,16 @@ "}\n", "\n", "rnd_search = RandomizedSearchCV(DNNClassifier(random_state=42), param_distribs, n_iter=50,\n", + " fit_params={\"X_valid\": X_valid1, \"y_valid\": y_valid1, \"n_epochs\": 1000},\n", " random_state=42, verbose=2)\n", - "fit_params={\"X_valid\": X_valid1, \"y_valid\": y_valid1, \"n_epochs\": 1000}\n", - "rnd_search.fit(X_train1, y_train1, **fit_params)" + "rnd_search.fit(X_train1, y_train1)" + " + "#fit_params as a constructor argument was deprecated in [scikit-learn] version 0.19 and will be removed\n", + "#in version 0.21. Pass fit parameters to the fit method instead:" + "#rnd_search = RandomizedSearchCV(DNNClassifier(random_state=42), param_distribs, n_iter=50,\n", + "# random_state=42, verbose=2)\n", + "#fit_params={\"X_valid\": X_valid1, \"y_valid\": y_valid1, \"n_epochs\": 1000}" + "#rnd_search.fit(X_train1, y_train1, **fit_params)" ] }, {