Collin Prather's repositories
streamlit-docker
Bare bones use-case for deploying a containerized web app (built in streamlit) on AWS.
ISLR-Python
Labs and Exercises from "An Introduction to Statistical Learning", implemented in Python.
BDI-2018-JupyterHub
This repo contains the interactive notebooks used in my talk, "Machine Learning from Scratch". If you're a BDI attendee, check the README for help getting the notebook running on your machine.
Big-Data-Ignite-2018
Code and presentation for my talk "Machine Learning from Scratch", given at the Big Data Ignite Conference, in Grand Rapids, MI, Sept. 19-21.
tap-sleeper
Singer Tap for the sleeper API built with the Meltano SDK. 🏈
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
data-replication-on-kubernetes
Tutorial on deploying Singer taps and targets on Kubernetes with Argo Workflows
dbt-athena
The athena adapter plugin for dbt (https://getdbt.com)
ezc3d
Easy to use C3D reader/writer for C++, Python and Matlab
numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
openbiomechanics
The open source initiative for anonymized, elite-level athletic motion capture data. Run by Driveline Baseball.