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Keywords

Scientific Python, Reproducible Research, Open Science

Biography

I am the Senior Open Source Scientific Python Developer at BIDS and the Executive Director for Berkeley's Open Source Program Office. With a background in computer science, mathematics, and statistics, I was a founding member of the scientific Python ecosystem. My primary focus is on developing and sustaining open-source, community-owned scientific software tools. I serve on the steering council of NetworkX, am a core developer of scikit-image, and was an early contributor to NumPy, SciPy, and scikit-learn. I co-founded several influential initiatives to advance open and reproducible research, including the Scientific Python project, the nonprofit NumFOCUS, and the Neuroimaging in Python project.

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Employment (7)

University of California, Berkeley: Berkeley, US

2021 to present | Senior Open Source Scientific Python Developer (Berkeley Institute for Data Science)
Employment
Source: Self-asserted source
K. Jarrod Millman

University of California, Berkeley: Berkeley, US

2004 to 2012 | Director of Computing (Neuroscience Institute)
Employment
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K. Jarrod Millman

University of California, Berkeley: Berkeley, US

2009 to 2010 | Interim Chief Administrative Officer (Neuroscience Institute)
Employment
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K. Jarrod Millman

University of California, Berkeley: Berkeley, US

2000 to 2004 | System Administrator (Brain Imaging Center)
Employment
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K. Jarrod Millman

University of California, Davis: Davis, US

1998 to 2000 | Scientific Programmer (Center for Neuroscience)
Employment
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K. Jarrod Millman

Cornell University: Ithaca, US

1996 to 1998 | Research Assistant (Psychology Department)
Employment
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K. Jarrod Millman

Deep Springs College: Dyer, California, US

1994 to 1995 | Research Assistant (Physiology Laboratory)
Employment
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K. Jarrod Millman

Education and qualifications (2)

University of California, Berkeley: Berkeley, US

2012 to 2015 | MA (Biostatistics)
Education
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K. Jarrod Millman

Cornell University: Ithaca, US

1995 to 1998 | BA (Mathematics and Computer Science)
Education
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K. Jarrod Millman

Works (10)

Array programming with NumPy

Nature
2020-09-17 | Journal article
DOI: 10.1038/s41586-020-2649-2
Part of ISSN: 0028-0836
Part of ISSN: 1476-4687
Source: Self-asserted source
K. Jarrod Millman

SciPy 1.0: fundamental algorithms for scientific computing in Python

Nature Methods
2020-02-03 | Journal article
DOI: 10.1038/s41592-019-0686-2
Part of ISSN: 1548-7091
Part of ISSN: 1548-7105
Source: Self-asserted source
K. Jarrod Millman

Teaching Computational Reproducibility for Neuroimaging

Frontiers in Neuroscience
2018-10 | Journal article
DOI: 10.3389/fnins.2018.00727
Part of ISSN: 1662-453X
Contributors: K. Jarrod Millman; Matthew Brett; Ross Barnowski; Jean-Baptiste Poline
Source: Self-asserted source
K. Jarrod Millman via Crossref Metadata Search

Developing Open-Source Scientific Practice *

Implementing Reproducible Research
2014-12-14 | Book chapter
DOI: 10.1201/9781315373461-6
Part of ISBN: 9781315373461
Source: Self-asserted source
K. Jarrod Millman

Learning from open source software projects to improve scientific review

Frontiers in Computational Neuroscience
2012 | Journal article
DOI: 10.3389/fncom.2012.00018
Part of ISSN: 1662-5188
Contributors: Satrajit S. Ghosh; Arno Klein; Brian Avants; K. Jarrod Millman
Source: Self-asserted source
K. Jarrod Millman via Crossref Metadata Search

Changing computational research. The challenges ahead.

Source Code for Biology and Medicine
2012-12 | Journal article
DOI: 10.1186/1751-0473-7-2
Part of ISSN: 1751-0473
Source: Self-asserted source
K. Jarrod Millman

Python for Scientists and Engineers

Computing in Science & Engineering
2011-03 | Journal article
DOI: 10.1109/mcse.2011.36
Part of ISSN: 1521-9615
Contributors: K. Jarrod Millman; Michael Aivazis
Source: Self-asserted source
K. Jarrod Millman via Crossref Metadata Search

Data Sharing for Computational Neuroscience

Neuroinformatics
2008-02-08 | Journal article
DOI: 10.1007/s12021-008-9009-y
Part of ISSN: 1539-2791
Contributors: Jeffrey L. Teeters; Kenneth D. Harris; K. Jarrod Millman; Bruno A. Olshausen; Friedrich T. Sommer
Source: Self-asserted source
K. Jarrod Millman via Crossref Metadata Search

Analysis of Functional Magnetic Resonance Imaging in Python

Computing in Science & Engineering
2007 | Journal article
DOI: 10.1109/mcse.2007.46
Part of ISSN: 1521-9615
Contributors: K. Jarrod Millman; Matthew Brett
Source: Self-asserted source
K. Jarrod Millman via Crossref Metadata Search

Learning sparse codes with a mixture-of-Gaussians prior

Advances in Neural Information Processing Systems
2000 | Conference paper
Source: Self-asserted source
K. Jarrod Millman
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