MTN Proposal for explantation of what are iterations (#859)

SebastienMelo · web-flow · commit d599d7c81c28 · 2025-09-10T15:32:39.000+02:00
diff --git a/python_scripts/02_numerical_pipeline_scaling.py b/python_scripts/02_numerical_pipeline_scaling.py
@@ -77,7 +77,8 @@
 #
 # * Many models such as logistic regression use a numerical solver (based on
 #   gradient descent) to find their optimal parameters. This solver converges
-#   faster when the features are scaled.
+#   faster when the features are scaled, as it requires less steps (called
+#   **iterations**) to reach the optimal solution.
 # ```
 #
 # Whether or not a machine learning model requires scaling the features depends

Original file line number	Diff line number	Diff line change
`@@ -77,7 +77,8 @@`
`77`	`77`	`#`
`78`	`78`	`# * Many models such as logistic regression use a numerical solver (based on`
`79`	`79`	`# gradient descent) to find their optimal parameters. This solver converges`
`80`		`-# faster when the features are scaled.`
	`80`	`+# faster when the features are scaled, as it requires less steps (called`
	`81`	`+# iterations) to reach the optimal solution.`
`81`	`82`	# ```
`82`	`83`	`#`
`83`	`84`	`# Whether or not a machine learning model requires scaling the features depends`