Markup is an online annotation tool that can be used to transform unstructured documents into structured formats for NLP and ML tasks, such as named-entity recognition. Markup learns as you annotate in order to predict and suggest complex annotations. Markup also provides integrated access to existing and custom ontologies, enabling the prediction and suggestion of ontology mappings based on the text you're annotating.

Overview

What is Markup?

Markup is an online annotation tool that can be used to transform unstructured documents into structured formats for NLP and ML tasks, such as named-entity recognition. Markup learns as you annotate in order to predict and suggest complex annotations. Markup also provides integrated access to existing and custom ontologies, enabling the prediction and suggestion of ontology mappings based on the text you're annotating.

Usage

A full-feature version of Markup is available both via website and local installation.

Online

The online version of Markup can be found here.

Local Server

Docker

Run docker run -d -p 8000:8000 samueldobbie/markup and visit http://localhost:8000.

Manual Installation

  1. Clone or download the repository.

  2. Run python setup.py using 64-bit Python3.

  3. Visit http://localhost:8000.

For futher sessions, the local server can be started directly by running python manage.py runserver localhost:8000.

Documentation

Documentation to help with setting up and using Markup can be found here.

Features

  • Ability to navigate between and annotate multiple documents in a single session.
  • Predictive annotation suggestions (incl. attributes) using underlying active learning and sequence-to-sequence models.
  • Integrated access to pre-loaded and user-defined ontologies, enabling predictive mappings and direct querying.
  • Built-in configuration file creator.
  • Built-in synthetic data generator and custom model trainer (local version only due to high computational expense).
  • Dynamic attribute display.
  • Any number of overlaying annotations, enabling the capture of complex data.
  • Full-feature tool available via local installation and website.
  • Dark mode.

Future Plans

  • Add user accounts.
  • Add ability for users to join a team and share ontologies, documents, guidelines, annotations, etc.
  • Accessible version for colour-blind users.
  • Add ability to perform text and image classification.
  • Add ability to annotate images.

Known Bugs / Issues

  • Annotations may be offset when annotating across newlines in CRLF (Windows) text documents. The offset is purely visual; the exported indicies will be correct.
  • When using the website version of Markup, certain features may freeze while annotations are being predicted.
A Python app which can convert normal text to Handwritten text.

Text to HandWritten Text ✍️ Converter Watch Tutorial for this project Usage:- Clone my repository. Open CMD in working directory. Run following comman

Kushal Bhavsar 5 Dec 11, 2022
A minimal code sceleton for a textadveture parser written in python.

Textadventure sceleton written in python Use with a map file generated on https://www.trizbort.io Use the following Sockets for walking directions: n

1 Jan 06, 2022
Simple python program to auto credit your code, text, book, whatever!

Credit Simple python program to auto credit your code, text, book, whatever! Setup First change credit_text to whatever text you would like to credit

Hashm 1 Jan 29, 2022
Fixes mojibake and other glitches in Unicode text, after the fact.

ftfy: fixes text for you print(fix_encoding("(ง'⌣')ง")) (ง'⌣')ง Full documentation: https://ftfy.readthedocs.org Testimonials “My life is li

Luminoso Technologies, Inc. 3.4k Jan 08, 2023
Map Reduce Wordcount in Python using gRPC

This project is implemented in Python using gRPC. The input files are given in .txt format and the word count operation is performed.

Divija 4 Dec 05, 2022
A Python3 script that simulates the user typing a text on their keyboard.

A Python3 script that simulates the user typing a text on their keyboard. (control the speed, randomness, rate of typos and more!)

Jose Gracia Berenguer 3 Feb 22, 2022
Fuzz a language by mixing up only few words.

afasi Fuzz a language by mixing up only few words. Status Beta. Note: The default branch is default. Use Examples Version General Help Translate Help

Stefan Hagen 2 Dec 14, 2022
AnnIE - Annotation Platform, tool for open information extraction annotations using text files.

AnnIE - Annotation Platform, tool for open information extraction annotations using text files.

Niklas 29 Dec 20, 2022
A program that looks through entered text and replaces certain commands with mathematical symbols

TextToSymbolConverter A program that looks through entered text and replaces certain commands with mathematical symbols Example: Syntax: Enter text in

1 Jan 02, 2022
🐸 Identify anything. pyWhat easily lets you identify emails, IP addresses, and more. Feed it a .pcap file or some text and it'll tell you what it is! 🧙‍♀️

🐸 Identify anything. pyWhat easily lets you identify emails, IP addresses, and more. Feed it a .pcap file or some text and it'll tell you what it is! 🧙‍♀️

Brandon 5.6k Jan 03, 2023
Fuzzy String Matching in Python

FuzzyWuzzy Fuzzy string matching like a boss. It uses Levenshtein Distance to calculate the differences between sequences in a simple-to-use package.

SeatGeek 8.8k Jan 08, 2023
strbind - lapidary text converter for translate an text file to the C-style string

strbind strbind - lapidary text converter for translate an text file to the C-style string. My motivation is fast adding large text chunks to the C co

Mihail Zaytsev 1 Oct 22, 2021
BaseCrack is a tool written in Python that can decode all alphanumeric base encoding schemes.

BaseCrack Decoder For Base Encoding Schemes BaseCrack is a tool written in Python that can decode all alphanumeric base encoding schemes. This tool ca

Mufeed VH 383 Dec 27, 2022
Python flexible slugify function

awesome-slugify Python flexible slugify function PyPi: https://pypi.python.org/pypi/awesome-slugify Github: https://github.com/dimka665/awesome-slugif

Dmitry Voronin 471 Dec 20, 2022
A python tool one can extract the "hash" from a WINDOWS HELLO PIN

WINHELLO2hashcat About With this tool one can extract the "hash" from a WINDOWS HELLO PIN. This hash can be cracked with Hashcat, more precisely with

33 Dec 05, 2022
A Python package to facilitate research on building and evaluating automated scoring models.

Rater Scoring Modeling Tool Introduction Automated scoring of written and spoken test responses is a growing field in educational natural language pro

ETS 59 Oct 10, 2022
CowExcept - Spice up those exceptions with cowexcept!

CowExcept - Spice up those exceptions with cowexcept!

James Ansley 41 Jun 30, 2022
Wikipedia Extractive Text Summarizer + Keywords Identification (entropy-based)

Wikipedia Extractive Text Summarizer + Keywords Identification (entropy-based)Wikipedia Extractive Text Summarizer + Keywords Identification (entropy-based)

Kevin Lai 1 Nov 08, 2021
Parse Any Text With Python

ParseAnyText A small package to parse strings. What is the work of it? Well It's a module to creates parser that helps to parse a text easily with les

Sayam Goswami 1 Jan 11, 2022
text-to-speach bot - You really do NOT have time for read a newsletter? Now you can listen to it

NewsletterReader You really do NOT have time for read a newsletter? Now you can listen to it The Newsletter of Filipe Deschamps is a great place to re

ItanuRomero 8 Sep 18, 2021