Giter VIP home page Giter VIP logo

quora_question_pair_similarity's Introduction

Quora-Question-Pair-Similarity

Identify the Question asked on Quora is Duplicate of Questions which are already asked...

Eg: 1

 Q1: Does johnny depp beats his wife ?
 Q2: Is Johnny Depp a wife beater?
 Ans : Simillar

Eg 2:

 Q1: Who is the highest paid actor currently?
 Q2: Who is the highest paid actor in Hollywood currently?
Ans: Not Simillar

Our Task

.We have to Determine the questions asked are Duplicates or not.

.If eg: Q1 and Q2 are Duplicates then we can transfer the Answers from Q1 to Q2 which are already given by people.

Source : https://www.kaggle.com/c/quora-question-pairs

Workflow

image

Load Datasets

image

EDA

image

Text Preprocessing

image

NLP model TF-IDF Weighted W2V

image image

SGD Classifier

image image

Decision Tree

image image

Compare 2 models

image

quora_question_pair_similarity's People

Contributors

nihar-max avatar

Watchers

avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.