Use correct naming for iteration and epoch

resources/js/components/PerceptronIterationsErrorsGraph.vue

@@ -39,8 +39,8 @@ function getPerceptronErrorsPerIteration(): ChartData<
         dataset.data.push(iteration.error);
 
         // Epoch error
-        epochAverageError[iteration.iteration - 1] =
-            (epochAverageError[iteration.iteration - 1] || 0) +
+        epochAverageError[iteration.epoch - 1] =
+            (epochAverageError[iteration.epoch - 1] || 0) +
             iteration.error ** 2 / 2;
     });
 
@@ -81,7 +81,7 @@ function getPerceptronErrorsPerIteration(): ChartData<
             plugins: {
                 title: {
                     display: true,
-                    text: 'Nombre d\'erreurs par itération',
+                    text: 'Nombre d\'erreurs par epoch',
                 },
             },
             scales: {
@@ -96,7 +96,7 @@ function getPerceptronErrorsPerIteration(): ChartData<
                         color: function (context) {
                             if (context.tick.value == 0) {
                                 return gridColorBold;
-                            } 
+                            }
 
                             return gridColor;
                         },
@@ -106,8 +106,8 @@ function getPerceptronErrorsPerIteration(): ChartData<
         }"
         :data="{
             labels: props.iterations.reduce((labels, iteration) => {
-                if (!labels.includes(`Itération ${iteration.iteration}`)) {
-                    labels.push(`Itération ${iteration.iteration}`);
+                if (!labels.includes(`Époch ${iteration.epoch}`)) {
+                    labels.push(`Époch ${iteration.epoch}`);
                 }
                 return labels;
             }, [] as string[]),

resources/js/components/PerceptronSetup.vue

@@ -202,7 +202,7 @@ watch(selectedDatasetCopy, (newValue) => {
                 <!-- MAX ITERATIONS -->
                 <FormField name="max_iterations">
                     <FormItem>
-                        <FormLabel>Nombre maximum d'epoch</FormLabel>
+                        <FormLabel>Nombre maximum d'itérations</FormLabel>
                         <FormControl>
                             <Input
                                 type="number"

resources/js/types/graphs.ts

@@ -34,4 +34,4 @@ export const colors = [
                         ] as const;
 
 export const gridColor = '#444';
-export const gridColorBold = '#999';
+export const gridColorBold = '#999';

resources/js/types/perceptron.ts

@@ -1,7 +1,7 @@
 import type { Point } from "chart.js";
 
 export type Iteration = {
-    iteration: number;
+    epoch: number;
     exampleIndex: number;
     weights: number[][][];
     error: number;
@@ -10,7 +10,8 @@ export type Iteration = {
 export type Dataset = {
     label: string;
     data: DatasetPoint[];
-    defaultLearningRate: number | undefined;
+    defaultLearningRate?: number;
+    defaultMinError?: number;
 };
 
 export type DatasetPoint = {