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awesome-gpt3

awesome-text-summarization

The guide to tackle with the Text Summarization

book-nlp

Natural language processing pipeline for book-length documents

book-recommender-system

The goal of this project is to build a recommendation engine that aims to help users find books which might be interesting for them based on their summaries. We'll do this by applying Latent Dirichlet Allocation - LDA algorithm.

bookassistant

a web application providing book recommendations for readers

condensedmovies

Story-Based Retrieval with Contextual Embeddings. Largest freely available movie video dataset.

content-engine

A very simple content-based recommendation engine. Great for learning, but also ready for real-world use.

contextualized-topic-models

A python package to run contextualized topic modeling. CTMs combine BERT with topic models to get coherent topics. Also supports multilingual tasks. Cross-lingual Zero-shot model published at EACL 2021.

data

Data and code behind the articles and graphics at FiveThirtyEight

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

dialogue-datasets

A collection of plain text dialogue datasets

dlnd-tv-script-generation

This project generates new tv script by learning old tv scripts by its own.

dnn-movie-posters

A simple demo / tutorial / experiment / portfolio project for me to better understand the concepts of Machine Learning

dramatron

Dramatron uses large language models to generate coherent scripts and screenplays.

ebookmaker

The Project Gutenberg tool to generate EPUBs and other ebook formats.

end-dataset

Early Novels Database dataset

entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

fabulist

Generate random strings that make sense.

film_script_analysis

Film Script Analyzer

film_script_analysis-1

The aim of this project is to provide detailed insights into different movies analyzed focusing on the characters, their dialogues, scene locations, emotional and sentiment analysis of the whole movie and the individual characters, character's interaction with one another and finally gender distribution in the each movie analyzed.

films

filmweb-rates-for-netflix

Scripts for getting filmweb user rates for netflix content

generate-tv-scripts

Generate your own Seinfeld TV scripts using RNNs. The project is using a Seinfeld dataset of scripts from 9 seasons. The Neural Network which will be build will generate a new, "fake" TV script.

goodreads

code samples for the goodreads datasets

goodreads_bbe_dataset

GoodReads Best Books Ever dataset repository

gpt-2-output-dataset

Dataset of GPT-2 outputs for research in detection, biases, and more

grammarly

Unofficial Grammarly VS Code Extension

harry_potter_nlp

Harry Potter and the Allocation of Dirichlet

hub-stylegan2

StyleGAN2 - Official TensorFlow Implementation with practical improvements

human-dream-analysis

Analysis of text in the human dreams collected from sleepanddreamsdatabase.com. It involves Topic modelling, named entity recognition, sentiment analysis of the text inthe dreams. It uses Plotly for some wonderful visualizations.