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abpackage

An R package for AB testing leveraging pre-period information

bellkoralgorithm

A Python implementation of the Bellkor Algorithm

campaignplanner

Example code for Lesson on Response Campaign planning

causalimpact

An R package for causal inference in time series

cleaning-functions-in-data.table

Various Functions for Data Munging and Cleaning in Data.Table

convoys

Implementation of statistical models to analyze time lagged conversions

course-algorithms

Finished Machine Learning algorithms made in Mathematics Machine Learning course

course-code

Code from Problem Sets in course. Will need algorithms created in Course Algorithms

deeptriangle

DeepTriangle: A Deep Learning Approach to Loss Reserving

examples

Example files illustrating Python and Excel

forecasthybrid

Convenient functions for ensemble forecasts in R combining approaches from the {forecast} package

genredetector

geoexperimentsresearch

An open-source implementation of the geo experiment analysis methodology developed at Google. Disclaimer: This is not an official Google product.

glmrec

Recommendation engine by backwards engineering Generalized Linear Models

h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...)

h2o_xtend

Extension functions and classes wrapping h2o-py package

helmet-detection

Helmet Detection on Construction Sites

hurricane-net

A deep learning framework for forecasting Atlantic hurricane trajectory and intensity.

investr

Inverse estimation in R

labs-geosearch-pad-normalize

R script to normalize PAD data into discrete address records

mab

R package for Multi-Armed Bandit Simulation Study

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

machlearn

Machine learning dashboard created with R/shiny

mdl

MuseScore Drumline Extension

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

mscs_image_content

Microsoft Cognitive Services:Computer Vision API

patrick

Parameterized testing in R is kind of cool!

porto_seguro_kaggle

Data Clean code from Kaggle's Porto Seguro Claim Predictions data set. https://www.kaggle.com/c/porto-seguro-safe-driver-prediction

precision

Precision Matlab Toolbox

pydrummer

a minimal drum machine