Misc Fixes for ADALINE
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@@ -90,7 +90,7 @@ class ADALINEPerceptronTraining extends NetworkTraining
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return $condition;
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return $condition;
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}
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}
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private function iterationFunction(array $inputs, int $correctOutput)
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private function iterationFunction(array $inputs, float $correctOutput): float
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{
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{
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$output = $this->perceptron->test($inputs);
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$output = $this->perceptron->test($inputs);
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@@ -86,7 +86,7 @@ class GradientDescentPerceptronTraining extends NetworkTraining
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return $condition;
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return $condition;
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}
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}
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private function iterationFunction(array $inputs, int $correctOutput)
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private function iterationFunction(array $inputs, float $correctOutput): float
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{
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{
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$output = $this->perceptron->test($inputs);
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$output = $this->perceptron->test($inputs);
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@@ -33,9 +33,7 @@ const rowBgDark = computed(() => {
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<th>Époch</th>
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<th>Époch</th>
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<th>Exemple</th>
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<th>Exemple</th>
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<th
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<th
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v-for="(weight, index) in allWeightPerIteration[
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v-for="(weight, index) in allWeightPerIteration[0]"
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allWeightPerIteration.length - 1
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]"
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v-bind:key="index"
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v-bind:key="index"
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>
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>
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X<sub>{{ index }}</sub>
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X<sub>{{ index }}</sub>
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@@ -60,7 +58,10 @@ const rowBgDark = computed(() => {
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<td>{{ iteration.error.toFixed(2) }}</td>
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<td>{{ iteration.error.toFixed(2) }}</td>
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</tr>
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</tr>
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<tr v-if="props.trainingEnded" class="bg-red-400 dark:bg-red-900 text-center">
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<tr
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v-if="props.trainingEnded"
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class="bg-red-400 text-center dark:bg-red-900"
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>
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<td colspan="100%">
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<td colspan="100%">
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<strong>Entraînement terminé :</strong>
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<strong>Entraînement terminé :</strong>
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{{ props.trainingEndReason }}
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{{ props.trainingEndReason }}
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@@ -75,7 +75,7 @@ function getPerceptronDecisionBoundaryDataset(
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networkWeights[0][0].length <= 3
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networkWeights[0][0].length <= 3
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) {
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) {
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// Unique, 3 weights perceptron
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// Unique, 3 weights perceptron
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const perceptronWeights = networkWeights[0][0]; // We take the unique perceptron
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const perceptronWeights = [...networkWeights[0][0]]; // Copy of the unique perceptron weights
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function perceptronLine(x: number): number {
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function perceptronLine(x: number): number {
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if (perceptronWeights.length < 3) {
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if (perceptronWeights.length < 3) {
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@@ -167,6 +167,7 @@ function getPerceptronDecisionBoundaryDataset(
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<Chart
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<Chart
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v-if="props.cleanedDataset.length > 0 || props.iterations.length > 0"
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v-if="props.cleanedDataset.length > 0 || props.iterations.length > 0"
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class="flex bg-primary dark:bg-transparent!"
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class="flex bg-primary dark:bg-transparent!"
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type="scatter"
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:options="{
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:options="{
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responsive: true,
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responsive: true,
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maintainAspectRatio: true,
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maintainAspectRatio: true,
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