Skip to content

soutobias/bucketapi

Repository files navigation

Bucket api

www.dharmaproject.one. Deep learning NLP techniques and pre-trained sentiment analysis models applied in hundreds of thousands OF newspaper articles. This app is a combination of three packages:

  • dharma_analysis: PYTHON. A pip package to get, preprocess and process newspaper articles. Use of API, NLP preprocessing techniques (stopwords, punctiation, lemmatize, etc), sentence transforme, clustering, cosine similarity, pre-treined sentiment analysis model, BERT transformers, mathematical analysis (hilbert curve), viz (holoviews, bokeh);
  • dharmaproject: Ruby on rails, HTML, CSS, JS. App to visualize the result of the models; and
  • bucketapi: PYTHON. API created to connect to postgre DB and GCP bucket to the web app. Use of fastapi, docker, GCP, Google Cloud Run.

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published