Pinned Repositories
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
film_script_analysis
Film Script Analyzer
aredwing's Repositories
aredwing/content-engine
A very simple content-based recommendation engine. Great for learning, but also ready for real-world use.
aredwing/deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
aredwing/DLND-tv-script-generation
This project generates new tv script by learning old tv scripts by its own.
aredwing/dnn-movie-posters
A simple demo / tutorial / experiment / portfolio project for me to better understand the concepts of Machine Learning
aredwing/fabulist
Generate random strings that make sense.
aredwing/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.
aredwing/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.
aredwing/goodreads
code samples for the goodreads datasets
aredwing/harry_potter_nlp
Harry Potter and the Allocation of Dirichlet
aredwing/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.
aredwing/lasertagger
aredwing/lsmdc-baseline
aredwing/metacritic
Exploring Movie Reviews from Metacritic
aredwing/movie_genre_prediction
aredwing/movies-plot
Natural language processing and clustering on movie plot summaries from IMDb and Wikipedia to quantify movie similarity.
aredwing/NLP-Movie_Scripts
Trying to predict a movie's success based on the script (before filming)
aredwing/phrase-at-scale
Detect common phrases in large amounts of text using a data-driven approach. Size of discovered phrases can be arbitrary. Can be used in languages other than English
aredwing/Project_Plagiarism_Detection
The aim of this project is to create / build a plagiarism detector that can distinguish between a plagiarized and non-plagiarized text.
aredwing/Readnet
An open free recommendation portal for reading short stories
aredwing/readstr
Readstr randomly generates book recommendations based on the NYT bestsellers lists
aredwing/rnn-tv-script-generator
PyTorch TV script generator.
aredwing/RNN_TV_Script_Generation
Using LSTMs to generate new TV scripts with PyTorch
aredwing/shot-type-classifier
Detecting cinema shot types using a ResNet-50
aredwing/static-website-example
Use this if you want a simple static website for demonstration
aredwing/tarantino
Character-level LSTM to generate Quentin Tarantino-esque movie scripts
aredwing/Text_Analytics_Spacy_Plotly
The aim of this text analytics project is to analyse a storybook or novel through extracting out the characters, their dialogue, words/verbs used them and also to check the locations and time occurences mentioned in the novel.
aredwing/The_FSD_dataset
This repository contains all data and code to reproduce the results demonstrated in the paper: Towards story-based classification of movie scenes, which is submitted to the Collection, "Science of Stories", in PLOS ONE journal.
aredwing/trelby
Screenplay writing program
aredwing/TV-Series-Processing-Tool
aredwing/vaderSentiment
VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.