Aaron Richter's repositories
getting-up-to-speed-with-dask
Gentle introduction to Dask
mml-feature-learning
Miami Machine Learning Meetup - Feature Learning with Matrix Factorization and Neural Networks
aws-ml-experimenter
Framework for running ML models on Amazon EC2 and analyzing results with Shiny
covid-vaccine-notifier
Python script that sends an email when a COVID-19 vaccine appointment is available near you!
doing-big-data-with-spark
Getting started with Apache Spark, geared towards data scientists
high-performance-jupyter
Code supporting JupyterCon 2020 talk "High performance Jupyter: faster workloads with Dask and RAPIDS"
icmla-aws-ml
Code for ICMLA 2019 tutorial "Running and analyzing machine learning experiments in the cloud with AWS, Python, and R"
pydata-your-data-fits-in-ram
Tips and tricks for handling "big data" on simple infrastructures
2020
rikturr.com
course-v3
The 3rd edition of course.fast.ai
dask
Parallel computing with task scheduling
dask.github.io
Dask Website
ipython-sql
%%sql magic for IPython, hopefully evolving into full SQL client
joblib
Computing with Python functions.
prefect
The easiest way to automate your data
python-faudmutils
FAU Data Mining tools for python
semi_ssd
Semi-supervised sample size determination
shap
A unified approach to explain the output of any machine learning model.
slides
slides for various talks