Coder Social home page Coder Social logo

trellixvulnteam / flask-text-classifier_vl1k Goto Github PK

View Code? Open in Web Editor NEW

This project forked from shadowwalker00/flask-text-classifier

0.0 0.0 0.0 150.36 MB

Shell 0.01% JavaScript 0.28% C++ 0.08% Python 98.43% C 0.49% Fortran 0.02% MATLAB 0.01% CSS 0.20% TeX 0.05% Makefile 0.01% HTML 0.07% Smarty 0.01% Jupyter Notebook 0.02% Roff 0.01% Cython 0.34%

flask-text-classifier_vl1k's Introduction

NLP256-Final-Project

Intro

This repo is for final project of CSE256 NLP at UCSD. The core task is to use binary logistic regression classifier to complete text classification. It contains two task:

  • Task1: sentiment classfication based on reviews
  • Task2: text classification based on clinical statements

We also leveraged Lime and Shap to explain the models with visualization.

Update

Jun 3th 2019

  • Form Validation: no more than 2 words
  • Lime highlight for task 1
  • Shap Force bar for task 2
  • adaptive height for shap force bar

Sceenshots

s2.png s4.png s3.png s1.png

flask-text-classifier_vl1k's People

Contributors

jessicachen888 avatar shadowwalker00 avatar trellixvulnteam 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.