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NPI(Neural Programmer-Interpreters) implementation with Keras

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About

Implementation of Neural Programmer-Interpreters with Keras.

How to Demo

Demo Movie

requirement

  • Python3

setup

pip install -r requirements.txt

create training dataset

create training dataset

sh src/run_create_addition_data.sh

create training dataset with showing steps on terminal

DEBUG=1 sh src/run_create_addition_data.sh

training model

Create New Model (-> remove old model if exists and then create new model)

NEW_MODEL=1 sh src/run_train_addition_model.sh

Training Existing Model (-> if a model exists, use the model)

sh src/run_train_addition_model.sh

test model

check the model accuracy

sh src/run_test_addition_model.sh

check the model accuracy with showing steps on terminal

DEBUG=1 sh src/run_test_addition_model.sh

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NPI(Neural Programmer-Interpreters) implementation with Keras

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  • Python 97.3%
  • Shell 2.7%