Using transformers to generate domain names
├── LICENSE
├── Makefile <- Makefile with commands like `make data` or `make train`
├── README.md <- The top-level README for developers using this project.
├── data
│ ├── external <- Data from third party sources.
│ ├── interim <- Intermediate data that has been transformed.
│ ├── processed <- The final, canonical data sets for modeling.
│ └── raw <- The original, immutable data dump.
│
├── docs <- A default Sphinx project; see sphinx-doc.org for details
│
├── models <- Trained and serialized models, model predictions, or model summaries
│
├── notebooks <- Jupyter notebooks. Naming convention is a number (for ordering),
│ the creator's initials, and a short `-` delimited description, e.g.
│ `1.0-jqp-initial-data-exploration`.
│
├── references <- Data dictionaries, manuals, and all other explanatory materials.
│
├── reports <- Generated analysis as HTML, PDF, LaTeX, etc.
│ └── figures <- Generated graphics and figures to be used in reporting
│
├── requirements.txt <- The requirements file for reproducing the analysis environment, e.g.
│ generated with `pip freeze > requirements.txt`
│
├── setup.py <- makes project pip installable (pip install -e .) so src can be imported
├── src <- Source code for use in this project.
│ ├── __init__.py <- Makes src a Python module
│ │
│ ├── data <- Scripts to download or generate data
│ │ └── make_dataset.py
│ │
│ ├── features <- Scripts to turn raw data into features for modeling
│ │ └── build_features.py
│ │
│ ├── models <- Scripts to train models and then use trained models to make
│ │ │ predictions
│ │ ├── predict_model.py
│ │ └── train_model.py
│ │
│ └── visualization <- Scripts to create exploratory and results oriented visualizations
│ └── visualize.py
│
└── tox.ini <- tox file with settings for running tox; see tox.testrun.org
This project uses git lfs
# clone
git clone [email protected]:3springs/transformer-domains.git
# unpack domain data
cd data/external/domains/data
./unpack.sh
cd ../../../..
make data
make run_language_modeling name=1
make run_generation name=1Model prompt >>> three
=== GENERATED SEQUENCE 1 ===
threeflorianopolis.com.br!!!!!!!!!!!!!
=== GENERATED SEQUENCE 2 ===
three-pink-makes.blogspot.com.br!!!!!!!!!
=== GENERATED SEQUENCE 3 ===
threeoncomicon.com.br!!!!!!!!!!!!!
=== GENERATED SEQUENCE 4 ===
three-urls-co.blogspot.com.br!!!!!!!!!
=== GENERATED SEQUENCE 5 ===
three-five.blogspot.com.br!!!!!!!!!!!!
=== GENERATED SEQUENCE 6 ===
threeizestes.com.br!!!!!!!!!!!!!
=== GENERATED SEQUENCE 7 ===
threeteenchallenges.blogspot.no!!!!!!!!!!!!!
=== GENERATED SEQUENCE 8 ===
threeesizes.blogspot.com.br!!!!!!!!!!!!
=== GENERATED SEQUENCE 9 ===
threefulmaker.blogspot.com.br!!!!!!!!!!!!
=== GENERATED SEQUENCE 10 ===
threedolfatto.com.br!!!!!!!!!!!!!
=== GENERATED SEQUENCE 11 ===
three.altosoft.no!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 12 ===
threeseven.com.br!!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 13 ===
threeblogisbrasil.blogspot.com.br!!!!!!!!!
=== GENERATED SEQUENCE 14 ===
three-day-registre.blogspot.com.br!!!!!!!!
=== GENERATED SEQUENCE 15 ===
threeyuki.shop!!!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 16 ===
three-rolands.no!!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 17 ===
threehashelen.blogspot.com.br!!!!!!!!!!!
=== GENERATED SEQUENCE 18 ===
threedudajeh.blogspot.com.br!!!!!!!!!!
=== GENERATED SEQUENCE 19 ===
threesskjell.no!!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 20 ===
three.no!!!!!!!!!!!!!!!!!!
Model prompt >>> buy
04/11/2020 08:12:51 - WARNING - transformers.modeling_utils - Setting `pad_token_id` to 50256 (first `eos_token_id`) to generate sequence
=== GENERATED SEQUENCE 1 ===
buybybeer.shop!!!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 2 ===
buy-tour-inside-la-bela-des.ibooked.com.br!
=== GENERATED SEQUENCE 3 ===
buyasul.com.br!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 4 ===
buy-inn-at-ice-inn-askibdering.ibooked.no!!
=== GENERATED SEQUENCE 5 ===
buy.no!!!!!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 6 ===
buyout.com.br!!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 7 ===
buylistingshow.no!!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 8 ===
buylycritor.blogspot.com.br!!!!!!!!!!!
=== GENERATED SEQUENCE 9 ===
buyingsplace.no!!!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 10 ===
buytinaonline.com.br!!!!!!!!!!!!!
=== GENERATED SEQUENCE 11 ===
buygavegada.blogspot.com.br!!!!!!!!!!
=== GENERATED SEQUENCE 12 ===
buycrystal.com.br!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 13 ===
buymadeinenglish.blogspot.no!!!!!!!!!!!!!
=== GENERATED SEQUENCE 14 ===
buy-and-soft.shop!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 15 ===
buyingindustria.com.br!!!!!!!!!!!!!
=== GENERATED SEQUENCE 16 ===
buy.unifesp.br!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 17 ===
buycosmeticos.com.br!!!!!!!!!!!!!
=== GENERATED SEQUENCE 18 ===
buys.no!!!!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 19 ===
buyaventure.com.br!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 20 ===
buycites.com.br!!!!!!!!!!!!!!
Model prompt >>>arx
04/11/2020 08:13:35 - WARNING - transformers.modeling_utils - Setting `pad_token_id` to 50256 (first `eos_token_id`) to generate sequence
=== GENERATED SEQUENCE 1 ===
arxisecasamento.com.br!!!!!!!!!!!!
=== GENERATED SEQUENCE 2 ===
arx-lumatessen.no!!!!!!!!!!!!!
=== GENERATED SEQUENCE 3 ===
arxivocafm.com.br!!!!!!!!!!!!
=== GENERATED SEQUENCE 4 ===
arx.pro.br!!!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 5 ===
arximports.com.br!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 6 ===
arxivocasamento.blogspot.com.br!!!!!!!!!
=== GENERATED SEQUENCE 7 ===
arxoreslagante.com.br!!!!!!!!!!!!!
=== GENERATED SEQUENCE 8 ===
arxivarcissoes.jusbrasil.com.br!!!!!
=== GENERATED SEQUENCE 9 ===
arxivazadornacontador.com.br!!!!!!!!!
=== GENERATED SEQUENCE 10 ===
arxivarenda.com.br!!!!!!!!!!!!!
=== GENERATED SEQUENCE 11 ===
arxandrisoluz.blogspot.com.br!!!!!!!!!!
=== GENERATED SEQUENCE 12 ===
arxujuregos.com.br!!!!!!!!!!!!
=== GENERATED SEQUENCE 13 ===
arximaisasp.blogspot.com.br!!!!!!!!!!!
=== GENERATED SEQUENCE 14 ===
arx.unirio.br!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 15 ===
arxivaoquintal.ufes.br!!!!!!!!!!
=== GENERATED SEQUENCE 16 ===
arxis.com.br!!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 17 ===
arxvillecriativa.com.br!!!!!!!!!!!
=== GENERATED SEQUENCE 18 ===
arxies.no!!!!!!!!!!!!!!!!!
=== GENERATED SEQUENCE 19 ===
arxivademocracia.blogspot.com.br!!!!!!!!!!
=== GENERATED SEQUENCE 20 ===
arxacaju.blogspot.com.br!!!!!!!!!!!
- transformers+lightning
- transformers + gen
Project based on the cookiecutter data science project template. #cookiecutterdatascience