Natural Language Processing moves fast, so maintaining a good library means constantly throwing things away. Most libraries are failing badly at this, as academics hate to editorialize. This post explains the problem, why it’s so damaging, and why I wrote spaCy to do things differently.
Inhalt
Open Smarter, Not Harder – Python smart_open Library
smart_open is a Python 2 & Python 3 library for efficient streaming of very large files from/to S3, HDFS, WebHDFS, HTTP, or local (compressed) files.
Big-O Cheat Sheet
spaCy
Explaining the Predictions of Any Classifier
https://github.com/marcotcr/lime
This project is about explaining what machine learning classifiers (or models) are doing.
What the funk Python?
Python, being a beautifully designed high-level and interpreter-based programming language, provides us with many features for the programmer’s comfort. But sometimes, the outcomes of a Python snippet may not seem obvious to a regular user at first sight.
How Humans See Data
Data Science at the Command Line
QuillBot
A state of the art paraphraser. Permutes input sentences, while maintaining semantic meaning.