#SWIM A tentative implementation of Small World Inflectional Morphology

##Preparing ###BDL-SyncLexiques

• Prepare a bdlexique with phonological transcriptions and frequencies
• Synchronize frequencies from Lexique.org
• Remove duplicates
• Transform frequencies into probabilities
• Save the lexicon in CSV form

###BDL-GoldParadigm

• Prepare the GOLD paradigms
• Make complete paradigms in CSV form
  • with overabundance
  • with defectiveness

###MGC-GoldRules

• Calculate the analogies and the classifications based on the GOLD paradigms
  • with all phonological maps
  • store in pandas form

##Training

• Get a training sample
• Choose a sample size
• Make the corresponding paradigm table
• Beware of orthographical and L23 duplicates
• Allow for overabundance
• Neutralize symbols according to a map
• Index training samples with a serial and a map reference
• Calculate the analogies and the classifications based on the training sample

##Testing

• Calculate the complete paradigms for the verbs in the training sample
• Make a test sample for verbs excluded from the training sample
• Calculate the complete paradigms for the verbs in the test sample

##Evaluating

• Identify the patterns that were not obtained in the training sample
• Measure the distance between the patterns obtained from the training sample and the complete paradigms
• Measure the distance between the classification obtained from the training sample and the complete paradigms