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interpretable_machine_learning_with_python

Practical techniques for training interpretable ML models, explaining ML models, and debugging ML models.

introstatlearn

Exercises from 'Introduction to Statistical Learning with Applications in R' written in Python.

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

jekyll

Jekyll-based static site for The Programming Historian

jpmml-h2o

Java library and command-line application for converting H2O.ai models to PMML

jsm_advanced_r

jsm_software_engineering

jupyter

Jupyter metapackage for installation, docs and chat

labs

Labs for the Foundations of Applied Mathematics curriculum.

leetcode-python

LeetCode problems in Python

leetcode-python-1

Solve leetcode problems with Python

loom

A streaming cross-cat inference engine

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

microblog

A microblogging web application written in Python and Flask that I developed as part of my Flask Mega-Tutorial series.

miner

R package for controlling Minecraft via API

mining-the-social-web-2nd-edition

The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)

misctutorials

mylabs

old_data_audit

Legacy data audit files in R

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pylaia

A deep learning toolkit specialized for handwritten document analysis

python-cookbook

Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.

python-lms

A Learning Management System created in Python using the Flask Framework

python-novice-plotting

Introduction to programming in Python using plotting for examples

python-second-language

Full-day lesson on Python as a second language.

python_reference

Useful functions, tutorials, and other Python-related things

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

r-practice

scikit-learn

scikit-learn: machine learning in Python

sfquickstarts

Follow along with our tutorials to get you up and running with the Snowflake Data Cloud.