Rx 💉

A character-level language model trained on the British National Formulary (BNF) A-Z of clinical medicines and a minigame to challenge it.

Play the game

What's in the box?

• Keras/Tensorflow pipeline for a character-level language model.
• Inference in the browser with Tensorflow.js.
• Quick n' Dirty minigame, built in react.

The training code in this repo was executed on an Ubuntu 18.04 paperspace instance with a Nvidia Quadro P4000 GPU, NVIDIA Driver: 410.48, CUDA 10.0.130-1.

Developer Quickstart

Train the model

1. git clone [email protected]:coxy1989/rx

2. cd rx/rx_model

3. conda env create -f environment.yml

4. source activate rx

5. jupyter notebook

6. Import the keras model to tensorflow.js

Run the frontend

1. git clone [email protected]:coxy1989/rx

2. cd rx/rx_spa

3. docker build -t rx .

4. docker run -it -v $PWD:/app -p 3000:3000 --entrypoint bash rx

5. cd app

6. npm start