mccabejm Goto Github PK

2014_fall_astr599

Content for my Astronomy 599 / Applied Math 500 Course: Intro to scientific computing in Python

agency-loan-level

Loan-level analysis of Fannie Mae and Freddie Mac data

aima-python

Automatically exported from code.google.com/p/aima-python

analytics

The Analytics Edge. This is the MITx: 15.071x The Analytics Edge offered in the Spring Semester 2014 through edx.org.

avenir

Set of machine learning tools based on Hadoop and Storm

barug

BARUG meetup data

churn201

Simple employee cost/benefit model with plots. Supports a series of blog entries.

cvx_short_course

Materials for a short course on convex optimization.

cvxpy

A Python-embedded modeling language for convex optimization problems.

data-manipulation-at-scale-systems-and-algorithms

Coursera Programming Assignments done using python scripting language and Sql.

datasci_course_materials

Public repository for course materials for the Data Science at Scale Specialization at Coursera

draftkings-optimal-lineup-generator

DraftKings Optimal Lineup Generator using Ortools

edx-analytics-edge-python

Pandas work for EdX Analytics course

etl_with_python

ETL with Python - Taught at DWH course 2017 (TAU)

gampost

linearoptimizationusingr

loan-payment-optimizer

Use a genetic algorithm to optimize loan payments across several loans. Useful for people with multiple loans with different interest rates and principals.

ltv_estimator

R script that takes parameters retention (vector), ARPU, and trailing days of data (integer) and estimates the lifetime value of mobile app users.

marketing

All files save in this repository consist of R, python and sql scripts to solve for marketing problems centered around 4P's i.e. product, price, promotion and placement (distribution) and 5C's i.e. customer, company, competition, collaborators and context leveraging analytics

modeling-customer-relationships-as-markov-chains

Code is based on work done by Pfeifer & Carraway (2000) with paper title 'Modeling Customer Relationships as Markov Chains'

multilevel_modeling

Tutorial on multilevel modeling, using Gelman radon example

notebooks

numpy

Numpy main repository

optimizers

examples of lp optimization in python

oreilly-intro-to-predictive-clv

Repo that contains the supporting material for O'Reilly Webinar "An Intro to Predictive Modeling for Customer Lifetime Value" on Feb 28, 2017

parallel_ml_tutorial

Tutorial on scikit-learn and IPython for parallel machine learning

project2

Shinny App on Lending Club

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pygam

[SEEKING FEEDBACK] Generalized Additive Models in Python

pymdptoolbox

Markov Decision Process (MDP) Toolbox for Python