This project generates news headlines using a Long Short-Term Memory (LSTM) neural network.

Related tags

Deep Learningtensorflowkerastext-generatorlstm-neural-networkslong-short-term-memorynews-headline-generation
Overview

News Headlines Generator

bunnysaini/Generate-Headlines

Goal

This project aims to generate news headlines using a Long Short-Term Memory (LSTM) neural network working upon data collected (articles and comments) from the New York Times in 2020.

Dataset

The New York Times is one of the most popular online news platforms in the world. What sets the Times apart from other publications is the ability to engage and connect with its readers.This dataset contains all comments and articles from January 1, 2020 - December 31, 2020. The articles .csv file contains 16K+ articles with 11 features, and the comments .csv file contains nearly 5M comments with 23 features. https://www.kaggle.com/benjaminawd/new-york-times-articles-comments-2020

Libraries Used

  • Keras Library
  • Tensorflow

Result

image

Owner
Bunny Saini
Bunny Saini
GitHub Repository
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