lstm-gender-classification

repo for serial post about simple text classification, predicting gender based on name as input feature

Dockers

[1] Tensorflow Serving Implementation are in TFServing directory

[2] Flask Implementation are in FlaskServing directory

Character Dictionary

char_dictionary.json

Notebook

LSTM-Character-Level-Gender-Classification.ipynb

Serial Posts

[1] https://yudanta.github.io/posts/series-1-lstm-gender-classification-tensorflow/

[2] https://yudanta.github.io/posts/series-2-exporting-lstm-gender-classification-and-serving-with-tensorflowserving/

[3] https://yudanta.github.io/posts/series-3-exporting-lstm-gender-classification-and-serving-with-flask/