Skip to content

sushantsp/NLP

Repository files navigation

NLP

  1. End TO End Text Classification.

corpous involved complaints lodged by consumers for different company. Complaint are classified into following different categories.

  • 'Debt collection'
  • 'Credit card or prepaid card'
  • 'Mortgage'
  • 'Checking or savings account'
  • 'Student loan'
  • 'Vehicle loan or lease'

Tasks involved

cleaning text data,Setting up features(tfIdf vectoriser) setting NLP pipeline, model selection(H2oAutoML), model evaluation, handling imbalanced dataset among others

  1. Topic Modelling using LDA From NLP Playlist

In natural language processing, the latent Dirichlet allocation (LDA) is a generative statistical model that allows sets of observations to be explained by unobserved groups that explain why some parts of the data are similar

About

Projects_related_NLP

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published