Our paper FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding proposes multiple novel techniques to solve the problems more effectively and effficiently

CORD: A Consolidated Receipt Dataset for Post-OCR Parsing

OpenMMLab Text Detection, Recognition and Understanding Toolbox

Interactive Tools for Machine Learning, Deep Learning and Math

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Blitzing Fast CTC Beam Search Decoder

PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in order to provide not just the best set of features but also…

End-to-end learning for semiquantitative rating of COVID-19 severity on Chest X-rays. Additional material and updates.

Neural network model for classifying chest X-rays by presence of COVID-19 features

Reading list for Awesome Sentiment Analysis papers

Implementation of Fast-SCNN using Tensorflow 2.0

Exercise notebooks for CVND.

TensorFlow Tutorials with YouTube Videos

CS224n: Natural Language Processing with Deep Learning: Assignments, Notes Winter, 2017

An Open Source Machine Learning Framework for Everyone

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

爬取一个新闻网站的二级站点，如网易军事。根据二级站点的url将所有新闻的url爬取下来发送到kafka，从kafka取出新闻url，与数据库存储的爬过的url比对，排重。爬取新闻。存储到数据库。

A scalable, mature and versatile web crawler based on Apache Storm