Salha Salman's repositories
Authorship-Attribution-of-Short-Texts
Authorship Attribution of Tweets using Convolutional Neural Networks Over character n-grams
stylometry
Sample project for using stylometry to deanonymize Twitter account author.
tweet-attribution
My little NLP short text classification project! Author attribution for tweets using TensorFlow. Architecture based on this paper: http://cs.uh.edu/~prasha/papers/cnn-aa-short.pdf **INCOMPLETE/ WORK IN PROGRESS**
Tweet-Authorship-Attribution-with-Doc2vec
Using doc2vec on authorship attribution task
tweet-prediction
Predicting the user activity on Twitter using tweets and machine learning.
TweetsAutorshipAttributionModelsEvaluation
In this notebook I work on the question whether the author of a tweet (very short text) can be successfully identified. I try to choose the best classification method its parameters set and features
authid-1
author identification neural network
Author-Profiling-in-Twitter
This repository compound the basic works done under the subject Text mining in Social Media at Big Data Analytics Master Course (UPV)
Author_Identification
Predicting the author of an excerpt based on their text corpus
AuthorIdentification-1
Machine Learning and AI used in author identification on the reuters dataset.
authorship-attribution
Machine Learning for Authorship Identification using Gutenberg Data
AuthorshipAttribution-4
Using a Support Vector Machine (SVM) for authorship attribution
BayesianAuthorIdentification
Naive Bayesian classifier used with Markov Chains to identify who wrote a text from a set of authors.
E-mail-Author-Identification
Implemented a model, using a Hierarchical-LSTM based approach combined with stylometric features, that identifies authors of e-mails taken from the famous ENRON dataset.
FinalYearProject
The deployable version of deepstylometry-python
MarkovText
Text Generation through Markov Chains
News-Scraping-with-Scrapy
Scraping financial news of 22 big public companies from 2011 to 2017. the result of this project will support my other big project "Sentiment Analysis on Financial News" using Machine Learning and Natural Language Processing
readability-redux
Let's bring Readability to Chrome!
tf-text-classification-demo
a demo that uses an LSTM neural network to predict the author of random selections of text pulled from numerous books in Project Gutenberg
trump-speeches
:page_facing_up: 1mb Archive of Donald Trump Speeches
Tweet-Authorship-Attribution-with-Subword-Embedding
A tweet authorship attribution using subword embeddings + CNN
tweet_authorship
Determining authorship of tweets
twitter-learn
Twitter authorship prediction