Classify which year a text was written using multiple methods

To recreate the datasets from scratch, including extracting the year and surface text from .xml.bz files downloaded from Språkbanken, removing unwanted data, shuffling, and sampling, please see the programs under the data directory. All are runnable and accept the --help argument.

pip3 install -r requirements.txt

To run the default Bayes model on samples with size 1000 characters, run:

python3 sk_learn <dataset_directory_path> -t bayes -s 1000

To see additional options, run:

python3 sk_learn --help

TensorFlow and Keras has to be installed See TensorFlow installation page and Keras installation page

python3 runeberg/classifier.py [conv|multiconv|lstm]