31 lines
1.0 KiB
PHP
31 lines
1.0 KiB
PHP
<?php
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namespace Tests\Unit\Training;
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use App\Models\NetworksTraining\SimpleBinaryPerceptronTraining;
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use App\Services\DatasetReader\LinearOrderDataSetReader;
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use App\Services\SynapticWeightsProvider\ZeroSynapticWeights;
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use Tests\Services\IterationEventBuffer\DullIterationEventBuffer;
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class SimplePerceptronTest extends TrainingTestCase
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{
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public function test_simple_perceptron_training_logic_and()
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{
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$training = new SimpleBinaryPerceptronTraining(
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datasetReader: new LinearOrderDataSetReader(public_path('data_sets/Classification_-_Porte_logique_ET_(linéairement_séparable).csv')),
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learningRate: 1.0,
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maxEpochs: 100,
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synapticWeightsProvider: new ZeroSynapticWeights,
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iterationEventBuffer: new DullIterationEventBuffer,
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sessionId: 'test-session',
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trainingId: 'test-training',
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);
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$this->verifyTrainingResults(
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training: $training,
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expectedWeights: [[[-3.0, 2.0, 1.0]]],
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expectedEpochs: 6
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);
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}
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}
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