/kr-classifytweet

Model for Classify Sentiment of tweets

Primary LanguagePython

Packaged Python Algorithm for classifying sentiment from tweets

The aim of this project is to serve as a simple example of implementing keras model (with tensorflow backend) to be used with the sagemaker-pipeline project.

Prerequisites

  1. Make sure to have setuptools library installed on python

  2. Using version 3.6+ of python

  3. Download and unzip Sentiment140 dataset from Kaggle under ./kr-classifytweet/classifytweet/data/ for this python package.

Running Model locally


git clone https://github.com/MustafaWaheed91/kr-classifytweet.git

cd kr-classifytweet

pip3 install -e .

python3 classifytweet/train.py

Running Model on Amazon SageMaker

Follow the instructions in sagemaker-pipeline project to see how to use the model in this package to run with SageMaker training pipeline.

Built primarily with

  • Keras - Python Deep Learning Library

Authors

  • Mustafa Waheed - Data Scientist