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 package to process food

Pyfood is a simple Python package to process food, in different languages. Pyfood's ambition is to be the go-to library to deal with food, recipes, on

Local Seasonal 8 Apr 04, 2022
Hotpotato is a recipe portfolio App that assists users to discover and comment new recipes.

Hotpotato Hotpotato is a recipe portfolio App that assists users to discover and comment new recipes. It is a fullstack React App made with a Redux st

Nico G Pierson 13 Nov 05, 2021
PyMultiDictionary is a Dictionary Module for Python 3+ to get meanings, translations, synonyms and antonyms of words in 20 different languages

PyMultiDictionary PyMultiDictionary is a Dictionary Module for Python 3+ to get meanings, translations, synonyms and antonyms of words in 20 different

Pablo Pizarro R. 19 Dec 26, 2022
一款高性能敏感词(非法词/脏字)检测过滤组件,附带繁体简体互换,支持全角半角互换,汉字转拼音,模糊搜索等功能。

一款高性能非法词(敏感词)检测组件,附带繁体简体互换,支持全角半角互换,获取拼音首字母,获取拼音字母,拼音模糊搜索等功能。

ToolGood 3.6k Jan 07, 2023
Python Q&A for Network Engineers

Q & A I am often asked questions about how to solve this or that problem, and I decided to post these questions and solutions here, in case it is also

Natasha Samoylenko 30 Nov 15, 2022
ChirpText is a collection of text processing tools for Python 3.

ChirpText is a collection of text processing tools for Python 3. It is not meant to be a powerful tank like the popular NTLK but a small package which

Le Tuan Anh 5 Nov 30, 2022
An anthology of a variety of tools for the Persian language in Python

An anthology of a variety of tools for the Persian language in Python

Persian Tools 106 Nov 08, 2022
一个可以可以统计群组用户发言,并且能将聊天内容生成词云的机器人

当前版本 v2.2 更新维护日志 更新维护日志 有问题请加群组反馈 Telegram 交流反馈群组 点击加入 演示 配置要求 内存:1G以上 安装方法 使用 Docker 安装 Docker官方安装

机器人总动员 117 Dec 29, 2022
Auto translate Localizable.strings for multiple languages in Xcode

auto_localize Auto translate Localizable.strings for multiple languages in Xcode Usage put your origin Localizable.strings file in folder pip3 install

Wesley Zhang 13 Nov 22, 2022
Redlines produces a Markdown text showing the differences between two strings/text

Redlines Redlines produces a Markdown text showing the differences between two strings/text. The changes are represented with strike-throughs and unde

Houfu Ang 2 Apr 08, 2022
A non-validating SQL parser module for Python

python-sqlparse - Parse SQL statements sqlparse is a non-validating SQL parser for Python. It provides support for parsing, splitting and formatting S

Andi Albrecht 3.1k Jan 04, 2023
A slugifier that works in unicode

Unicode Slugify Unicode Slugify is a slugifier that generates unicode slugs. It was originally used in the Firefox Add-ons web site to generate slugs

Mozilla 315 Nov 21, 2022
Find a Doc is a free online resource aimed at helping connect the foreign community in Japan with health services in their native language.

Find a Doc - Localization Find a Doc is a free online resource aimed at helping connect the foreign community in Japan with health services in their n

Our Japan Life 18 Dec 19, 2022
Repositori untuk belajar pemrograman Python dalam bahasa Indonesia

Python Repositori ini berisi kumpulan dari berbagai macam contoh struktur data, algoritma dan komputasi matematika yang diimplementasikan dengan mengg

Bellshade 111 Dec 19, 2022
Goblin-sim - Procedural fantasy world generator

goblin-sim This project is an attempt to create a procedural goblin fantasy worl

3 May 18, 2022
Convert text to morse code and play morse code sound.

Convert text(english) to morse codes and play morse sound!

Mohammad Dori 5 Jul 15, 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
Python Lex-Yacc

PLY (Python Lex-Yacc) Copyright (C) 2001-2020 David M. Beazley (Dabeaz LLC) All rights reserved. Redistribution and use in source and binary forms, wi

David Beazley 2.4k Dec 31, 2022
An online markdown resume template project, based on pywebio

An online markdown resume template project, based on pywebio

极简XksA 5 Nov 10, 2022
py-trans is a Free Python library for translate text into different languages.

Free Python library to translate text into different languages.

I'm Not A Bot #Left_TG 13 Aug 27, 2022