nschaetti/elena-ferrante-nlp

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Created over 7 years ago
Updated almost 6 years ago

nschaetti/elena-ferrante-nlp

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Authorship attribution study of Elena Ferrante's books with standard NLP tools and neural models

pyTweetBot

A Twitter bot written in Python to replace yourself, search and publish news about specific subjects on Twitter. PyTweetBot use Machine Learning to filter interesting articles and web pages found on the web.

SFGram-dataset

SFGram (Science-Fiction Gram) is a dataset of public science-fiction novels, books and movie covers. It is designed to be used by researchers to study the evolution of the science-fiction literature over time and to test machine learning algorithms on authorship attribution and document classification tasks. All the documents are now published on the public domain and were obtained from the Gutenberg project or the archive.org website.

pyInstaBot

A Instagram Bot using Deep Learning methods written in Python. PyInstaBot can find interesting people to follow and post new contents on a scheduled time after applying filters.

TorchLanguage

TorchLanguage is the equivalent of TorchVision for Natural Language Processing. It gives you access to text transformers (tokens, index, n-grams, etc), datasets, pre-trained models and embedding.

instaGIMP

A Gimp plug-in with Instagram-like filters

Oger

Oger is a Reservoir Computing Toolbox for Reservoir Computing, this is an augmented version to support more options and sparse matrices for NLP tasks

RCNLP-authorship-attribution

Authorship attribution with Echo State Network-based Reservoir Computing (Part of the RCNLP project)

PAN18-Author-Profiling

Author Profiling Challenge of the PAN @ CLEF 2018

NS.ai

Source code of NS.ai channel's tutorials

OgerMNIST

Master thesis's research work applying ESN to MNIST digit recognition with Oger

Character-Embedding

Create and access various character embeddings

RCNLP

RCNLP - Echo State Network for Natural Language Processing is a research project about Reservoir Computing for NLP tasks

panda3d-tutorials

Panda 3D - Tutos

RCNLP-text-generation

Text generation with Echo State Network-based Reservoir Computing (part of the RCNLP project)

Conceptor

Tools and basic functions for the study of conceptors

RCNLP-word2echo

Word Embeddings extraction with Echo State Network-based Reservoir Computing (Part of the RCNLP project)

PAN-CLEF17

Code for Author profiling task of the 17th evaluation lab on digital text forensics at the CLEF 2017 conference.

PAN18-SCD-ESN

Code for the PAN18@CLEF Style Change Detection Task with ESN

RCNLP-author-clustering

Author Clustering with Echo State Network-based Reservoir Computing (Part of the RCNLP project)