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NTMs

(Work in progress)

This repository contains two implementations of a Neural Turing Machine (Graves et al., 2014). One is in JAX and Flax, the other is in Pytorch.

To run:

pip install -r requirements.txt

run either

cd JAX

or

cd Pytorch
python main.py

This will begin the training of a neural turing machine equipped with a feedforward controller on a binary copying task.

I am highly appreciative of criticism and feedback. Please reach out at zengandr@gmail.com!