Practical-NLP-with-NLTK

Python Data Science Handbook: full text in Jupyter Notebooks

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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

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

A neural network that transforms a design mock-up into a static website.

Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely

Example ? Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using ? Amazon SageMaker.

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

Ready-to-run Docker images containing Jupyter applications

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)