Removed exponentiation from CTM components

x-tabdeveloping · x-tabdeveloping · commit b693fb8b4062 · 2025-02-18T09:01:51.000+01:00
diff --git a/turftopic/models/ctm.py b/turftopic/models/ctm.py
@@ -269,7 +269,7 @@ def fit(
                 status.update(
                     f"Fitting model. Epoch [{epoch}/{self.n_epochs}], Loss [{running_loss}]"
                 )
-            self.components_ = np.array(np.exp(self.model.beta()))
+            self.components_ = np.array(self.model.beta())
             console.log("Model fitting done.")
         return self
 

Original file line number	Diff line number	Diff line change
`@@ -269,7 +269,7 @@ def fit(`
`269`	`269`	`status.update(`
`270`	`270`	`f"Fitting model. Epoch [{epoch}/{self.n_epochs}], Loss [{running_loss}]"`
`271`	`271`	`)`
`272`		`- self.components_ = np.array(np.exp(self.model.beta()))`
	`272`	`+ self.components_ = np.array(self.model.beta())`
`273`	`273`	`console.log("Model fitting done.")`
`274`	`274`	`return self`
`275`	`275`