Fast Coreference Resolution in spaCy with Neural Networks

NeuralCoref is a pipeline extension for spaCy 2.1+ which annotates and resolves coreference clusters using a neural network. NeuralCoref is production-ready, integrated in spaCy’s NLP pipeline and extensible to new training datasets. For a brief introduction to coreference resolution and NeuralCoref, please refer to our blog post. NeuralCoref is written in Python/Cython and comes with a pre-trained statistical model for English only. NeuralCoref is accompanied by a visualization client NeuralCoref-Viz, a web interface powered by a REST server that can […]

Read more

sense2vec: Contextually-keyed word vectors

sense2vec (Trask et. al, 2015) is a nice twist on word2vec that lets you learn more interesting and detailed word vectors. This library is a simple Python implementation for loading, querying and training sense2vec models. For more details, check out our blog post. To explore the semantic similarities across all Reddit comments of 2015 and 2019, see the interactive demo. ?Version 2.0 (for spaCy v3) out now! Read the release notes here. ✨Features

Read more

A reusable Django model field for storing ad-hoc JSON data

jsonfield is a reusable model field that allows you to store validated JSON, automatically handling serialization to and from the database. To use, add jsonfield.JSONField to one of your models. Note: django.contrib.postgres now supports PostgreSQL’s jsonb type, which includes extended querying capabilities. If you’re an end user of PostgreSQL and want full-featured JSON support, then it is recommended that you use the built-in JSONField. However, jsonfield is still useful when your app needs to be database-agnostic, or when the built-in […]

Read more

Sathal’s Python Projects Repository

Purpose and Motivation I come from a mainly C Programming Language background and have previous classroom experience with Java through OOP courses. I am interested in learning and gaining familiarity with the Python Programming Language now. This repository mainly serves as a place for me to store my projects as I explore the language 🙂 So far all of the mini projects I’ve completed come from the following site:https://www.upgrad.com/blog/python-projects-ideas-topics-beginners/ Running list of general concepts I’ve been able to try in […]

Read more

A full spaCy pipeline and models for scientific/biomedical documents

This repository contains custom pipes and models related to using spaCy for scientific documents. In particular, there is a custom tokenizer that adds tokenization rules on top of spaCy’s rule-based tokenizer, a POS tagger and syntactic parser trained on biomedical data and an entity span detection model. Separately, there are also NER models for more specific tasks. Just looking to test out the models on your data? Check out our demo. Installation Installing scispacy requires two steps: installing the library […]

Read more

An enhanced permission system which support object permission in Django

**AuthorAlisue Supported python versionsPython 2.7, 3.3, 3.4, 3.5, 3.6Supported django versions**Django 1.8 – 1.11b An enhanced permission library which enables a logic-based permission system to handle complex permissions in Django. Documentation http://django-permission.readthedocs.org/en/latest/ Installation Use pip like: $ pip install django-permission Usage The following might help you to understand as well. Configuration Add permission to the INSTALLED_APPS in your settings module INSTALLED_APPS = ( # … ‘permission’, ) Add our extra authorization/authentication backend AUTHENTICATION_BACKENDS = ( ‘django.contrib.auth.backends.ModelBackend’, # default ‘permission.backends.PermissionBackend’, ) […]

Read more

A small python that you set a time and on that time, app will send you notification and also play an alarm

Always be OnTime! What is OnTime? OnTime is a small python that you set a time and on that time, app will send you notification and also play an alarm. How to get OnTime? You can download OnTime via Github. $ git clone https://github.com/BlackIQ/OnTime How to install OnTime? OnTime just install on Linux. So, if you have Windows, forget it! Installing is so simple. Just run setup and it will be installed. How to run OnTime? Just enter ontime command! […]

Read more

HTML minifier for Python frameworks (not only Django, despite the name)

django-html is an HTML minifier for Python, with full support for HTML 5. It supports Django, Flask and many other Python web frameworks. It also provides a command line tool, that can be used for static websites or deployment scripts. Why minify HTML code? One of the important points on client side optimization is to minify HTML. With minified HTML code, you reduce the size of the data transferred from the server to the client, which results in faster load […]

Read more

Python package for performing Entity and Text Matching using Deep Learning

DeepMatcher is a Python package for performing entity and text matching using deep learning. It provides built-in neural networks and utilities that enable you to train and apply state-of-the-art deep learning models for entity matching in less than 10 lines of code. The models are also easily customizable – the modular design allows any subcomponent to be altered or swapped out for a custom implementation. As an example, given labeled tuple pairs such as the following: DeepMatcher uses labeled tuple […]

Read more
1 414 415 416 417 418 928