ling-gender

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ksdkamesh99 / Ling-Gender
A Natural Language Processing model trained with over 1,00,000 (1 Lakh) names is used to predict a gender of a person based on the first name of the person.This model is created using Long Short Term Memory(LSTM) a variant of Recurrent Nueral Network which has training accuracy of 99.35% and tested over 11,000 samples with a test accuracy of 89.08% which is quite high in nlp for out of sample test cases.
nlp-machine-learning lstm-neural-networks gender-classification gender-detection gender-from-name deep-learning ling-gender recurrent-nueral-network
Language:Jupyter Notebook 29

ksdkamesh99 / Ling-Gender