Collin Prather (@collinprather)
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collinprather

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Top repositories

1

streamlit-docker

Bare bones use-case for deploying a containerized web app (built in streamlit) on AWS.
Python
88
star
2

SlateQ

A comparison of Google SlateQ algorithm with traditional Reinforcement Learning algorithms
Jupyter Notebook
32
star
3

ISLR-Python

Labs and Exercises from "An Introduction to Statistical Learning", implemented in Python.
Jupyter Notebook
28
star
4

drsa

An adapted PyTorch implementation of a Deep Recurrent Survival Analysis model.
Jupyter Notebook
19
star
5

tap-sleeper

Singer Tap for the sleeper API built with the Meltano SDK. 🏈
Python
2
star
6

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.
Jupyter Notebook
2
star
7

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.
Jupyter Notebook
2
star
8

data-science-tool-box

A personal Data Science tool box that acts as a wrapper around common data science packages like pandas and scikit-learn. (in progress)
Python
1
star
9

pull-the-pitcher

Predicting when AL managers will remove their starting pitchers.
Jupyter Notebook
1
star