Lime: Explaining the predictions of any machine learning classifier

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

This repository holds the output of the repository: https://github.com/abisee/cnn-dailymail

A friendly UI for arXiv hosting papers on fairness and ethics in Machine Learning & Data Science

We summarize the summarization papers presented at major conferences (starting with ACL 2019)

The Data Engineering Cookbook

Mycroft Core, the Mycroft Artificial Intelligence platform.

Differentiable architecture search for convolutional and recurrent networks

RUM

A fast, efficient universal vector embedding utility package.

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

Code for the paper "Language Models are Unsupervised Multitask Learners"

Statistical data visualization in Python

Pointer Networks Implementation in Keras

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

Code for the EMNLP 2018 paper "Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization"

Open standard for machine learning interoperability

Tutorials for creating and using ONNX models

Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?

Linguistically-Informed Self-Attention implemented in TensorFlow

a cheat-sheet for mathematical notation in code form

A simple, pragmatic guide to the GTD method

Logback JSON encoder and appenders

AutoML library for deep learning

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Collection of software components for natural language processing (NLP) based on the Apache UIMA framework.