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authorship-attribution

Here are 31 public repositories matching this topic...

evllabs / JGAAP

The Java Graphical Authorship Attribution Program

java machine-learning machine-learning-library authorship-attribution stylometry

Updated Jan 12, 2023
Java

Writing-Styles-Classification-Using-Stylometric-Analysis

Hassaan-Elahi / Writing-Styles-Classification-Using-Stylometric-Analysis

✍️ An intelligent system that takes a document and classifies different writing styles within the document using stylometric techniques.

natural-language-processing artificial-intelligence principal-component-analysis authorship-attribution nlp-machine-learning clustering-algorithm plagiarism-detection unsupervised-machine-learning k-means-clustering lexical-features readability-scores vocabulary-richness writing-styles-detection intrinsic-plagiarism-detection stylometric-features writing-styles-extraction clustered-chunks-of-text authorship-analysis self-archive-research stylometric-techniques

Updated Sep 25, 2020
Python

Jur1cek / gcj-dataset

Collected solutions from Google Code Jam programming competition (2008-2020).

code contest source dataset google-code-jam authorship-attribution stylometry authorship-identification authorship-recognition jam-programming-competition

Updated May 1, 2022

brianyu28 / authorship

An authorship attribution system based on a machine learning model using syntactic linguistic information as a feature set.

machine-learning computational-linguistics authorship-attribution

Updated Sep 30, 2021
Python

jatinmandav / Authorship-Attribution

Finding Gender/Age of Authors based on written text

text-classification lstm attention authorship-attribution age-gender-estimation

Updated Apr 21, 2019
Python

webis-de / DADT

Implementation of Disjoint Author-Document Topic Model

topic-modeling computational-linguistics authorship-attribution latent-dirichlet-allocation

Updated Nov 28, 2018
Python

ironfist2 / Authorship-Attribution-of-Short-Texts

Authorship Attribution of Tweets using Convolutional Neural Networks Over character n-grams

deep-neural-networks convolutional-neural-networks authorship-attribution character-ngrams

Updated Aug 25, 2017
Python

ridvansalihkuzu / author-attribution

Authorship Attribution in Social Media & Chat Biometrics & Behavioral Biometrics

machine-learning text-mining deep-learning text-classification neural-networks authorship-attribution extreme-learning-machine authorship-identification author-identification authorship-analysis soft-biometrics behavioral-biometrics author-recognition chat-biometrics

Updated Jul 27, 2022
Python

faizann24 / Authorship-Attribution

Authorship Attribution with Machine Learning

machine-learning random-forest scikit-learn cybersecurity authorship-attribution authorship tfidf-vectorizer

Updated Feb 18, 2020
Python

payloadpl / stylometria

Usage of stylometry and machine learning in computer forensics - real tools used in 2019 by the polish police. Everything in/for polish language.

python machine-learning numpy machine-learning-algorithms python3 seaborn police matplotlib machinelearning authorship-attribution stylometry authorship-identification stylometric machinelearning-python stylometric-features authorship-analysis authorship-recognition stylometric-techniques poppler-utils

Updated Nov 8, 2020
Python

BDBC-KG-NLP / Syntax-Encoding_EMNLP2018

nlp classification authorship-attribution sytanx

Updated Sep 17, 2020
Python

versotym / stichometry

Stylometric analysis of poetic texts based on their versification

authorship-attribution stylometry versification

Updated Oct 15, 2017
Python

Michaeljfang / PyGAAP

The Python Graphical Authorship Attribution Program — An experimental reimplementation of the Duquesne University Evaluating Variations in Language Lab's JGAAP

text-classification authorship-attribution stylometry jgaap

Updated Aug 10, 2022
Python

mattmecoli / nlp-authorship-vectorization

Training ML/NN models to predict author, author's sex, and author's literary period given small snippet of text using NLTK, Gensim, Doc2Vec, Polygot, and Stanford NER

machine-learning natural-language-processing word2vec polyglot nltk neural-networks gensim authorship-attribution doc2vec

Updated Oct 16, 2018
Jupyter Notebook

Parallel-doc-embeds

procesaur / Parallel-doc-embeds

Comparison of classification power (literary authorship attribution case) of word-based, lemma-based, POS-based and mBERT-based document embeddings, as well as their combinations.

nlp parallel literature multilanguage authorship-attribution stylometry

Updated Mar 12, 2022
Python

dhansreeS / whos-the-boss

Is your boss a Scott or a Schrute? Find out here!

python authorship-attribution

Updated Dec 8, 2022
Jupyter Notebook

Darkar25 / CSGAAP

C# implementation of evllabs's JGAAP

csharp authorship-attribution stylometry

Updated Jan 8, 2023
C#

ComputerScience-Projects / Authorship-Attribution-on-Enron-Dataset

nlp svm pan authorship-attribution nlp-machine-learning authorship-verification clef author-profiling

Updated Apr 15, 2020
Python

zd341 / Author-Authentication

Authorship Attribution Comparing Deep Learning and Machine Learning Models and Methods.

nlp machine-learning deep-learning text-classification feature-selection feature-extraction authorship-attribution stylometry

Updated Jul 3, 2022
Jupyter Notebook

d0rj / AuthorshipAttribution

Курсовая работа по обработке данных

nlp deep-learning gpu authorship-attribution nlp-machine-learning authorship-identification ready-to-use ready-to-run authorship-recognition

Updated Jul 17, 2021
Jupyter Notebook

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