A Brief Introduction to spaCy
In our recent projects, we gave a try of spaCy, an under-developing Python NLP library. According to the author:
Using CRF in Python
CRF (Conditional Random Fields) has been a popular supervised learning method before deep learning occurred, and still, it is a easy-to-use and robust machine learning algorithm. We recently used this algorithm to do NER (name entity recognition), and here is a brief summary of using CRF in Python.
Reading Files into Pandas
Pandas is an awesome Python package for manipulating data. It provides various tools to import data. In our daily job, CSV and JSON files are the most common data format to deal with. This post will introduce some tricks of pandas.read_csv and pandas.read_json.