Displaying 1 to 7 from 7 results

Uwazi - Web-based, open-source solution for building and sharing document collections

  •    Javascript

There are important stories within your documents. Uwazi helps you tell them. Uwazi is a free, open-source solution for organising, analysing and publishing your documents. Uwazi is configured to run correctly with its default values. There is no need to change or reconfigure these values.

hierarchical-attention-networks - Document classification with Hierarchical Attention Networks in TensorFlow

  •    Python

Implementation of document classification model described in Hierarchical Attention Networks for Document Classification (Yang et al., 2016).I am getting 65% accuracy on a dev set (16% of data) after 3 epochs. Results reported in the paper are 71% on Yelp'15. No systemic hyperparameter optimization was performed.

text-classification-keras - πŸ“š Text Classification Library with Keras

  •    Python

A high-level text classification library implementing various well-established models. With a clean and extendable interface to implement custom architectures. The [full] will additionally install TensorFlow, Spacy, and Deep Plots. Choose this if you want to get started right away.

Hierarchical-Attention-Network - Implementation of Hierarchical Attention Networks in PyTorch

  •    Jupyter

We know that documents have a hierarchical structure, words combine to form sentences and sentences combine to form documents. We can try to learn that structure or we can input this hierarchical structure into the model and see if it improves the performance of existing models. This paper exploits that structure to build a classification model. This is a (close) implementation of the model in PyTorch.

EdPaper - Helps you organizing your paperwork

  •    PHP

EdPaper is a laravel-php driven Document organizer made for PDFs. They are stored on your server (unencrypted, beware !) You'll need composer and PHP (5 or 7). Rename .env.example to .env and run php artisan key:generate from the app's root path.