Damian Eads, PhD

Software


Machine Learning

Name Type Description Year/License/Institution
WiseML Creator A suite of machine learning algorithms and tools with an emphasis on memory efficiency, speed, and support for heterogeneous data sets. Rapid model deployment with parse-free models. Implemented in C++ with a Python API. 2012-2019
Proprietary - Acquired by GE
Wise.io, Inc.
General Electric
WiseCore Creator A versatile data structure framework with an emphasis on memory efficiency, parallel ingest, strong typing, and performance for training & inference. It provides EdgeFrame: a memory-efficient data frame that supports copy-on-write, off-heap, out-of-core, and tensor caching & pre-fetching across the storage hierarchy. Implemented in C++ with a Python API. 2014-2019
Proprietary - Acquired by GE
Wise.io
General Electric
hcluster/scipy.cluster Creator Hierarchical clustering algorithms and spatial utility functions (now in SciPy as cluster and spatial subpackages). 2007
Open Source - BSD
Beamer, Tesla, Tesla2
Creator An object detection and localization systems developed at UCSC, Los Alamos National Lab, and Cambridge. 2007-2011
Mixed - Open Source & Closed Source
TinyBoost Creator A simple C++ template header-only library for boosting 2010
Open Source - GPL
Chestnut ML Creator A (very) half-baked suite of ML algorithms including boosting (AdaBoost, BrownBoost, LPBoost, MADABoost, SoftBoost), Hidden Markov Models, clustering (hierarchical, K-means, QT, and means shift), K-Nearest Neighbors, KD-trees, Voronoi Tesselations, Fisher's LDA & QDA. 2008
Open Source - GPL
GGFE Creator An open source Python library to represent and invoke feature grammars. 2008-2009
Open Source - LGPL

Systems & I/O

Name Type Description Year/License/Institution
Buddy Github Creator A pre-Docker system to manage Linux containers and image-sets. Written in Go. 2011-2012
Open Source - GPL
ParaText Github Paper Creator A party trick written in C++ for parsing and loading text data files into data frames at 2.5 GB/second from cold storage (ie caches cleared). 2016
Open Source - BSD
IExec Github Creator A C utility for spawning and managing background daemons. 2011-2012
Open Source - GPL
Sparse Image Format (SIF) - Github, Guide Creator an open source file format and C++ library for storing large, sparse geospatial and mapping data sets. (LANL) 2004
Open Source - LGPL

Computer Vision & Image Processing

Name Type Description Year/License/Institution
LIBCVD and TooN Contributor A C++ OSS library for real-time computer vision and linear algebra used for augmented reality. 2005-2011
Open Source - LGPL
TooN Contributor A C++ OSS library for real-time linear algebra used for augmented reality. 2005-2011
Open Source - LGPL
scikit.image Founding Contributor Built morphology module 2009
Open Source - BSD
ACD Lead Engineer An open source C++ template library for anomalous change detection in hyperspectral imagery. (LANL) 2009
Closed Source
Genie Pro Lead Engineer A desktop application that uses ML to generate maps from satellite images. Proprietary - Licensed to ObserveraProprietary - Licensed to Leica
2004
MFITSIO Creator A package to read/write FITS files in MATLAB. (LANL) 2002
Open Source - GPL

Time Series

Name Type Description Year/License/Institution
ETSE Creator A C++ library for generating optimal time series exemplars, DTW, and Hidden Markov Models. 2008
Open Source - LGPL
Blazer Creator A C++ template library for ML with irregularly sampled time series. 2008
Closed Source - Los Alamos

Programming Languages

Name Type Description Year/License/Institution
Muldisp Github Co-creator A scheme library for multiple object dispatch. 2005
Open Source - GPL
Convert-XY Github Paper Creator A C++ template library for converting between C++ and Python objects. 2008
Open Source - GPL

Software Development

Name Type Description Year/License/Institution
Cross Testing Creator A framework for testing combinations of experimental branches across multiple projects/teams on a simulated production-level deployment. In- tegrates with git and continuous integration (CI). 2018
Closed Source - Wise/GE
Maracuja Creator A tool to design & organize large C++ toolkits with support for consistent object lifetime semantics in higher-level languages such as Python. 2019
Closed Source - Wise/GE
Matdoc Co-creator An API documentation generator for MATLAB 2001
Open Source - GPL

External Devices

Name Type Description Year/License/Institution
MuppetsFOB Creator A Java library for interfacing with the Ascension Flock of Birds motion tracking system. 2008
Open Source - GPL
MuppetsGlove Creator A Java library for interacting with the 3DT glove. 2008
Open Source - GPL

Copyright © Damian Eads, 1999-2024. All Rights Reserved.