Taylor Miller's repositories
interpretable-ml-book
Book about interpretable machine learning
Fabric.MachineLearning
Docker container for running R & python with a REST API
docker-airflow
Docker Apache Airflow
Learn-Pandas
Tutorials on how to use pandas effectively to do data analysis
ipysankeywidget
IPython / Jupyter Sankey diagram widget
simple_pandas_profiling
An easy notebook for analysts to harness the power of pandas_profiling.
data-faker
Dataset generator for Pandas
rstudio
RStudio is an integrated development environment (IDE) for R
yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.
hypertools
A python toolbox for gaining geometric insights into high-dimensional data
pydata_nyc2017
Slides and materials for workshop on "Two views on regression with PyMC3 and scikit-learn"
lime
Lime: Explaining the predictions of any machine learning classifier
pydata-nyc-ph2t
PyData NYC 2017: Pandas Head to Tail
PyTDA
Topological Data Analysis in Python
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
healthcareai-py
Python tools for healthcare machine learning
scikit-learn
scikit-learn: machine learning in Python
courses
fast.ai Courses
documentation
Content for healthcare.ai, including splash page and tech docs
tdd-with-jupyter
Gathering some ideas for test driven development with Jupyter
react-shortcuts
Manage keyboard shortcuts from one place
tradeking
Wrappers for TradeKing's API calls.
lazyload
:skull: An ancient tiny JS and CSS loader from the days before everyone had written one. Unmaintained.