JasonKessler

layout-parser

A Unified Toolkit for Deep Learning Based Document Image Analysis

DataProfiler

What's in your data? Extract schema, statistics and entities from datasets

d3fc

A collection of components that make it easy to build interactive charts with D3

ComplexHeatmap

Make Complex Heatmaps

booknlp

BookNLP, a natural language processing pipeline for books

OCTIS

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

PaCMAP

PaCMAP: Large-scale Dimension Reduction Technique Preserving Both Global and Local Structure

embetter

just a bunch of useful embeddings

TextDescriptives

A Python library for calculating a large variety of metrics from text

dynamic-nmf

Dynamic Topic Modeling via Non-negative Matrix Factorization

prosodic

Prosodic: a metrical-phonological parser, written in Python. For English and Finnish, with flexible language support.

gruut

A tokenizer, text cleaner, and phonemizer for many human languages.

glasbey

Algorithmically create or extend categorical colour palettes

weasel

Weakly Supervised End-to-End Learning (NeurIPS 2021)

umato

Uniform Manifold Approximation with Two-phase Optimization (IEEE VIS 2022 short)

conText

An R package for estimating and doing statistical inference on context-specific word embeddings.

topicwizard

Powerful topic model visualization in Python

textcomplexity

Linguistic and stylistic complexity measures for (literary) texts

aves

🐦AVES: Análisis y Visualización, Educación y Soporte

textalloc

Allocates text labels in matplotlib

Multilingual-USAS

Lexicons for the Multilingual UCREL Semantic Analysis System

wordtree

A Python library for generating word tree diagrams

MFTE

MFTE (Multi Feature Tagger of English) Python is the Python version based on Le Foll's MFTE written in Perl. It is extended to include semantic tags from Biber (2006) and Biber et al. (1999), including other specific tags.

milton-analysis

Text analysis of Paradise Lost and other poems by John Milton.

DHSI2022-stylometry

period-cohort

Code and data for an experiment on the relation between individual change and cohort succession in literary history.

ContraVis

Contrastive and Visual Topic Modeling for Comparing Document Collections

words-use

author_profiling_tools

Stylometric-Analysis-on-British-Political-Speeches

An exploratory research project focussing on extracting and analysing speeches from British political leaders, chief among them Winston Churchill.