From c027148995a27d78e901cf7b87b229e6a8df316b Mon Sep 17 00:00:00 2001
From: Olivier Caron <Olivier.Caron@univ-lille.fr>
Date: Tue, 27 Feb 2024 18:30:26 +0100
Subject: [PATCH] small correction
---
marymorstan/pipeline.py | 8 +++++---
1 file changed, 5 insertions(+), 3 deletions(-)
diff --git a/marymorstan/pipeline.py b/marymorstan/pipeline.py
index a0837e1..ea83a22 100644
--- a/marymorstan/pipeline.py
+++ b/marymorstan/pipeline.py
@@ -594,7 +594,8 @@ class MLPipelineComponent():
for hyperparameter_name, hyperparameter_attributes in search_space_node['hyperparameters'].items():
- generated_value = generate_hyperparameter_value(hyperparameter_node=hyperparameter_attributes, use_default=use_default, random_state=random_state)
+ generated_value = generate_hyperparameter_value(hyperparameter_node=hyperparameter_attributes,
+ use_default=use_default, random_state=random_state)
if generated_value is None:
continue
@@ -605,11 +606,12 @@ class MLPipelineComponent():
# TODO find a smart way to remove hyperparameters/values when a forbidden clause is raise
- if not MLPipelineComponent._forbidden_hyperparameters_exists(search_space_node=search_space_node, hyperparameters=hyperparameters):
+ if not MLPipelineComponent._forbidden_hyperparameters_exists(search_space_node=search_space_node,
+ hyperparameters=hyperparameters):
break
if number_of_try >= limit_number_of_try:
- message = (f"Impossible to generate a valid combination of hyperparamaters "
+ message = (f"Impossible to generate a valid combination of hyperparameters "
f"in search space {search_space_node} after {number_of_try} tentatives")
logging.error(message)
raise InvalidHyperparameters(message)
--
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