joebluems Goto Github PK

autoencoderstocks

RMarkdown notebook for training an autoencoder with H2O to find stock price anomalies

breachdetection

Using Apache Drill to calculate log-likelihood Breach Score for Merchants to find source of compromised accounts

college-football-pagerank-2019

College Football Rankings with PageRank

collegefootball2015

Run the page rank algorithm based on 2015 football scores to evaluate the selection committee's rankings

datascience.comtest

deeplearningresources

Links to Text, Code and Demos for Deep Learning Meetups

deeplearnresources2017

Links & Resources for Deep Learning Lecture

deploydemo

UI for deploying a previously-trained ML models

deploytraindemo

React UI for training a model which will be used for deployment

elasticui

AngularJS directives for Elasticsearch

fraudgenerator

Generates credit card transactions to demonstrate feature extract & model building

inputforrnn

file for streaming demo

install-opencv

shell scripts to install different version of OpenCV in different distributions of Linux

irisapi

Building models in a container and then creating API with Flask

irisdeploy

Model Ensemble on Iris data via API from Multiple sources

irisensembleapi

Serving pre-build ML models as API with Flask & Gunicorn and R

ldasparktopicmodels

Create LDA Topics from a corpus of text documents in Spark 2.X & measure perplexity

lendingclubsetup

Preparing kaggle dataset for training by DataRobot AutoML, then providing predictions and explanations from a holdout

maprmadness

Simulate a bracket based on user-supplied inputs

marchmadness

Running PageRank on men's college basketball teams for the 2014-2015 season

mlops-on-gcp

mockingbird

Document classification with Apache Spark on an American Classic

mxnetdeploy

Using flask to receive and classify an image, then post results to Twitter

mxnetimageapi

download an image classifier and serve it as API with Flask & Gunicorn

mxnetresidualnet

Load existing model and send images to API for classification

networkgraphs

Building network graphs from popular movie screenplays

officialmarchmadness2016

pagerank2016

Using the PageRank algorithm to analyze the teams playing in the NCAA Basketball Tournament

postsanddockerfiles

Python code to call APIs in containers and Dockerfiles

randomforestvariations

Multiple implementations of training an RF, demonstrating the versatility of the MapR platform for ML