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authorrank

A modification of PageRank to find the most prestigious authors in a scientific collaboration network.

canvas-card-generator

Generate random canvas card graphics based on Luke Patton's original artwork and code

chicago-sunrise-data

RGB and luminosity values from a sunrise in Chicago.

datarunner.py

dataRunner is a framework that allows for easy retrieval of user data from the Fitbit API.

datecleanse.py

A Python-based tool that reformats multiple date formats into a single format for later use.

field-horizon

A story of a sunrise through color.

flask-for-data-scientists

A collection of Flask tutorials geared towards data scientists.

henosis

A Python framework for deploying recommendation models for form fields.

hey-waldo

Labeled images of the Where's Waldo puzzle for use in classification and image recognition problems.

java-hashing-project

A small project on hashing in Java.

knn-imputation-r

Naive implementation of the kNN imputation algorithm in R.

marve

For extracting measurements and related entities from text

mieda

Merging of set-containing Intervals Efficiently with a Directed-graph Algorithm

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

number-combo-lock

Recursive and iterative methods for generating all possible combinations of numbers (permutation).

numericalalgorithms

A collection of numerical algorithms for Python.

numericalalgorithms-julia

A collection of numerical algorithms for Julia.

obtext

pynomaly

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

raspberry-pi-fan-control

Simple Python and shell scripts to run a fan on a Raspberry Pi using CPU temperature.

runstest-r

An R package that uses a model's residuals to perform the runs test.

scikit-learn

scikit-learn: machine learning in Python

star-trek-tng-text-analytics

To boldly go where no man has gone before.

tidd

An approach for detecting tsunamis using anomaly detection anomalies on sTec d/dt data from orbiting GPS satellites.

us-state-under-over-fitting

A visual example of the concepts of under and overfitting in supervised machine learning using U.S. state border data.

vidhop.tv

Codebase for the now non-operational video browsing site.

yelp-challenge-dataset

A CSV formatted file using data from the Yelp Academic Dataset.