Skip to content

Query a pandas dataframe using plain English language

Notifications You must be signed in to change notification settings

himeshph/nlp_query

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

7 Commits
 
 
 
 
 
 
 
 

Repository files navigation

nlp_query

Query a pandas dataframe using plain English language

For People loves NLP and to get hands dirty, have a look at this program

Level: Basic

Here we can query a pandas dataframe using plain English Language

For example user may ask below question: hey computer, tell me favorite subject of name anand?

and computer gives below response after searching through the data frame: Computer response: For first_name anand we have favourite_subject Physics

Requirements: tensorflow tensorflow_hub nltk pandas sklearn bisect spacy flask

Model to be downloaded: USE(Universal Sentence Encoder) 3 https://tfhub.dev/google/universal-sentence-encoder-large/3?tf-hub-format=compressed

Mentions: Thanks to google corp for USE model

keywords: natural language querying, nlp, query, sql, nlp project, nlp mini project, n-grams, USE model, simple nlp project

About

Query a pandas dataframe using plain English language

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published