This code was forked from this repository and the model is used to serve a REST API endpoint.

Pokémon Name Generator

Generates new unique Pokemon names with Keras using a recurrent neural network (LSTM). Written as a generic text generator that can be used to generate lines of poetry, other names, or just text in general. It all depends on what it gets input.

Notebook with code and explainations

Sample Pokémon Names


Purndew	Chingoos	Nodow	Fregaycha
Magmagly	Cteenidel	Browodon	Noinga
Ferfeon	Midgeos	Deowwar	Harouthal
Spera	Kleffas	Picorno	Suorthe
Ponytau	Jellpid	Mewable	Meetty
Phound	Passir	Golduzon	Frislask
Carmados	Hidgeosta	Turtyken	Durmast
Iscullink	Glagant	Togices	Graggeon
Bouhiganix	Sawio	Dragonib	Tohurk
Zwinauk	Grodosell	Woorat	Lempole

Installation (without Docker)

Install all the dependencies.

pip3 install -r requirements.txt

Start the API

python3 api/api.py

Installation with Docker

Build the Docker container.

docker build -t name-generator .

Run the docker container and map the internal port to external port-

docker run -p 5000:5000/tcp name-generator

Access API

With Swagger

Go to http://localhost:5000/swagger/ to use the interactive Swagger documentation.

Endpoint

Make a GET-request to http://localhost:5000/names?amount=3 and specify the amount as a string parameter (default=1).