AI-Perceptron-Simple
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<ul id="index">
  <li><a href="#NAME">NAME</a></li>
  <li><a href="#VERSION">VERSION</a></li>
  <li><a href="#SYNOPSIS">SYNOPSIS</a></li>
  <li><a href="#EXPORT">EXPORT</a></li>
  <li><a href="#DESCRIPTION">DESCRIPTION</a></li>
  <li><a href="#CONVENTIONS-USED">CONVENTIONS USED</a></li>
  <li><a href="#DATASET-STRUCTURE">DATASET STRUCTURE</a></li>
  <li><a href="#PERCEPTRON-DATA">PERCEPTRON DATA</a></li>
  <li><a href="#DATA-PROCESSING-RELATED-SUBROUTINES">DATA PROCESSING RELATED SUBROUTINES</a>
    <ul>
      <li><a href="#shuffle_stimuli">shuffle_stimuli ( ... )</a></li>
      <li><a href="#shuffle_data-original_data-shuffled_1-shuffled_2">shuffle_data ( $original_data =&gt; $shuffled_1, $shuffled_2, ... )</a></li>
      <li><a href="#shuffle_data-ORIGINAL_DATA-shuffled_1-shuffled_2">shuffle_data ( ORIGINAL_DATA, $shuffled_1, $shuffled_2, ... )</a></li>
    </ul>
  </li>
  <li><a href="#CREATION-RELATED-SUBROUTINES-METHODS">CREATION RELATED SUBROUTINES/METHODS</a>
    <ul>
      <li><a href="#new-options">new ( \%options )</a></li>
      <li><a href="#get_attributes">get_attributes</a></li>
      <li><a href="#learning_rate-value">learning_rate ( $value )</a></li>
      <li><a href="#learning_rate">learning_rate</a></li>
      <li><a href="#threshold-value">threshold ( $value )</a></li>
      <li><a href="#threshold">threshold</a></li>
    </ul>
  </li>
  <li><a href="#TRAINING-RELATED-SUBROUTINES-METHODS">TRAINING RELATED SUBROUTINES/METHODS</a>
    <ul>
      <li><a href="#tame">tame ( ... )</a></li>
      <li><a href="#exercise">exercise ( ... )</a></li>
      <li><a href="#train-stimuli_train_csv-expected_output_header-save_nerve_to_file">train ( $stimuli_train_csv, $expected_output_header, $save_nerve_to_file )</a></li>
      <li><a href="#train-stimuli_train_csv-expected_output_header-save_nerve_to_file-display_stats-identifier">train ( $stimuli_train_csv, $expected_output_header, $save_nerve_to_file, $display_stats, $identifier )</a></li>
      <li><a href="#calculate_output-self-stimuli_hash">&amp;_calculate_output( $self, \%stimuli_hash )</a></li>
      <li><a href="#tune-self-stimuli_hash-tune_up_or_down">&amp;_tune( $self, \%stimuli_hash, $tune_up_or_down )</a></li>
    </ul>
  </li>
  <li><a href="#VALIDATION-RELATED-METHODS">VALIDATION RELATED METHODS</a>
    <ul>
      <li><a href="#take_mock_exam">take_mock_exam (...)</a></li>
      <li><a href="#take_lab_test">take_lab_test (...)</a></li>
      <li><a href="#validate-options">validate ( \%options )</a></li>
    </ul>
  </li>
  <li><a href="#TESTING-RELATED-SUBROUTINES-METHODS">TESTING RELATED SUBROUTINES/METHODS</a>
    <ul>
      <li><a href="#take_real_exam">take_real_exam (...)</a></li>
      <li><a href="#work_in_real_world">work_in_real_world (...)</a></li>
      <li><a href="#test-options">test ( \%options )</a></li>
      <li><a href="#real_validate_or_test-data_hash_ref">_real_validate_or_test ( $data_hash_ref )</a></li>



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