Giter Club home page Giter Club logo

nlp_classification's Introduction

NLP classification workshop for beginners

Prerequisites

  1. Python 3.6 installed
  2. Pip (curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py && python get-pip.py)
  3. Jupyter notebook

Recommended software for Windows users

  1. Anaconda: https://www.anaconda.com/download/#windows
  2. cmder: https://github.com/cmderdev/cmder/releases/download/v1.3.6/cmder.zip

Installation steps

  1. Clone this repository
  2. Download the training data from: http://goren.ml/pdnlp
  3. Extract it to data/
  4. Make sure all the requirements are installed pip3 install -r requirements.txt OR conda install --yes --file requirements.txt if you're with Anaconda
  5. Launch Jupyter by running cd notebooks; jupyter notebook in your terminal

Dataset

  1. data.zip - The raw contracts, classified by their filename
  2. stemmed.zip - The contracts after preprocessing and stemming (here to save you time)
  3. w2v.pickle - Word2Vec model trained on the data (gensim model)
  4. test_data.zip - Unlabeled contracts, for those who would like to participate in the competition ( http://pydata.org.il/pdnlp/ )

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.