amueller

A little word cloud generator in Python

Notebooks and code for the book "Introduction to Machine Learning with Python"

Scikit-Learn tutorial material for Scipy 2015

Scikit-learn tutorial at SciPy2016

Introduction to Machine learning with Python, 4h interactive workshop

COMS W4995 Applied Machine Learning - Spring 19

Scipy 2017 scikit-learn tutorial by Alex Gramfort and Andreas Mueller

Scipy 2018 scikit-learn tutorial by Guillaume Lemaitre and Andreas Mueller

COMS W4995 Applied Machine Learning - Spring 20

mglearn helper package for "Introduction to Machine Learning with Python"

Materials for the "Introduction to Machine Learning" class

Advanced Machine Learning with Scikit-learn part II

Materials for the "Advanced Scikit-learn" class in the afternoon

COMS W4995 Applied Machine Learning - Spring 18

Kaggle Submission for "Detecting Insults in Social Commentary"

Advanced Machine Learning with Scikit-learn part I

Python wrappers for GCO alpha-expansion and alpha-beta-swaps

Intermediate Machine Learning with Scikit-learn, 4h interactive workshop

Deprecation tools for Python

Advanced Scikit-learn training session

Slides and material for open data science

Slides and materials for most of my talks by year

Website and material for the FIXME course on Practical Machine Learning

Material for ODSCON San Francisco 2015

Applied Machine Learning with Python

One hour interactive training for ML with scikit-learn

Notebooks (and slides) for my PyData NYC 2014 tutorial on the more advanced features of scikit-learn.

Slides for quick intro to machine learning with sklearn

One day workshop for machine learning with scikit-learn

Superpixel based semantic segmentation

IPython notebooks and data an interactive scikit-learn tutorial.

Slides and notebooks for PyData Strata San Jose

Patsy Adaptors for Scikit-learn