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.