stefhill Goto Github PK

abstractive-summarization-with-transfer-learning

Abstractive summarisation using Bert as encoder and Transformer Decoder

analysing-jokes-with-natural-language-processing

Using a dataset of jokes, we will learn the concepts of natural language processing and start to train and evaluate different models

arcas

A tool designed to help scraping APIs for academic articles

d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

dash_presentation

A quick introduction to using Plotly and Dash

data-science

Collection of useful data science topics along with code and articles

evidence-based-medicine

Efficient Python Tricks and Tools for Data Scientists

hillshealth

An Abstractive Summariser of Evidence-Based Medicine

how-to-build-own-text-summarizer-using-deep-learning

In this notebook, we will build an abstractive based text summarizer using deep learning from the scratch in python using keras

manim

Animation engine for explanatory math videos

meetups

mkdocs

Project documentation with Markdown.

openprescribing

A Django app providing a REST API and dashboards for the HSCIC's GP prescribing data

pmc-structuredabstracts-dataset

Code to obtain the PMC-SA. A dataset for the summarization of scientific articles.

pygrams

Extracts key terminology ( n-grams) from any large collection of documents ( >1000)

recipe-summarization

Sequence to sequence recipe summarization

sanddance

Visually explore, understand, and present your data.

scibert

A BERT model for scientific text.

scientificsummarizationdatasets

Datasets I have created for scientific summarization, and a trained BertSum model

teal_deer

Teal deer (from TL;DR) helps you get the gist of all the stuff you need to read, so you don't have to read it all at once.

text-summarization-and-visualization-using-watson-studio

Can we quickly summarize & visualize text to get the details about the unstructured data? Yes we can! Please review this code pattern for all the steps involved to quickly summarize & visualize the data.

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

textblob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.