Eric Wayman's repositories
luigi_gdb_pipeline_demo
An example to illustrate using Luigi to manage a data science workflow in Greenplum Database
SparseIndex
Code for the sparse index tracking problem.
motionSensor
Some machine learning models to predict user activity from data taken from an accelerometer worn by the user.
pcf-gcp-retail-demo
Demonstration of combining PCF running on GCP to help retailers stay close to their customers
taxi_predictions
A project to predict taxi drop off locations from start location, user id and pick up time.
python-seminar
Python Seminar Homework
bus_classification
bus classifaction problem
concourse_ml_workflow_example
Some experiments of using Councourse ci with machine learning workflows.
django_tutorial
Django tutorial (https://docs.djangoproject.com)
model_logs_concourse_ml_workflow_example
A repo to store the model logs trained in the model_logs_concourse_ml_workflow_example
model_manager
A helper class to manager training machine learning models and logging results.
parameters_concourse_ml_workflow_example
A repo to store model parameter yml files. New commits will trigger pipeline to train model.
python-cf-examples
Examples of simple Cloud Foundry apps using Python
seaborn-data
Data repository for seaborn examples
TransmogrifAI
TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Spark with minimal hand tuning
wiki_classifier
A project to predict the category of a wikipedia article from the article text.
wiki_classifier_bot
A demo flask app to operationalize a wikipedia article classifier.