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Jacob Barhak's Projects

bim icon bim

The BIM software registers point clouds to CAD models. It includes automatic registration algorithms. It is useful in cases where complex shapes are inspected by laser scanners. Sample cloud points and models are provided with the software. The BIM software was developed at the NSF Engineering Research Center for Reconfigurable Manufacturing Systems (ERC/RMS) at the University of Michigan. This is the version from 20 November 2005. The development team at the time was: Xinju Li, Jacob Barhak, Igor Guskov, Geoffrey W. Blake.

clusterweblog icon clusterweblog

Visualize and Analyze a public web log from MSNBC using clustering

diseasemodelssbml icon diseasemodelssbml

This repository holds simple abstract disease models implemented using SBML arrays that can be simulated in iBioSim. It also contains MIST implementation of the same examples for reference. This code supports the paper titled: "Disease Models using the System Biology Markup Language (SBML)"

fairtournament icon fairtournament

Attempts to create a fair tournament with M teams with N1,N2..Nm players in each team with at most MaxRounds

holoviews icon holoviews

With Holoviews, your data visualizes itself.

iep icon iep

This software enables estimating Markov model coefficients given a set of studies with sufficient data observations and associated population data. The software implements a method referred to as the Lemonade Method since when study data give you lemons, make lemonade.

jinademo icon jinademo

A Demo of a simple Jina executor that classifies videos and images

modelcombiner icon modelcombiner

This code supports the results in the MODSIM 2016 paper titled: "Optimizing Model Combinations"

nn icon nn

This is Visual Studio C++ code written by Jacob Barhak as part of the Ph.D. thesis that is also provided. The code implements several types of self organizing Neural Networks for the purpose of reconstructing meshes from point clouds. Some point cloud samples are provided in the samples directory.

panel icon panel

A high-level app and dashboarding solution for Python

popdom icon popdom

Population Disease Occurrence Models

visicu icon visicu

Visualizes Intensive Care Unit data from UCI, Machine Learning Repository using some machine learning algorithms to add visual cues on filtered data.

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