gonzfe05 / froneus

Froneus challenge

Notebooks

EDA

Exploratory data analysis

TFIDF_MODEL

Models built on TFIDF

DOC2VEC_SENTENCE

Models built on doc2vec embeddings using sentences as documents

DOC2VEC_PARAGRAPH

Models built on doc2vec embeddings using reviews as documents

VADER

Models built on VADER lexicon

LDA

Topic extraction using LDA.

Folders

API

Webapp to use the best model on arbitrary reviews submited by the user

Gridsearch

Results from the hyperparams optimization

Models

Due to space restrictions, download the doc2vec paragraph model from https://drive.google.com/open?id=1oaBuJ-FkePz6Kn02Uec6quGt-XQ1HIA5 and the challenge data from https://drive.google.com/file/d/1vcVlI4WMpPT3grXGRvzc3vuSjFflQF_Y/view?usp=sharing