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Page 1
Array programming with NumPy.
Harris CR, Millman KJ, van der Walt SJ, Gommers R, Virtanen P, Cournapeau D, Wieser E, Taylor J, Berg S, Smith NJ, Kern R, Picus M, Hoyer S, van Kerkwijk MH, Brett M, Haldane A, Del Río JF, Wiebe M, Peterson P, Gérard-Marchant P, Sheppard K, Reddy T, Weckesser W, Abbasi H, Gohlke C, Oliphant TE. Harris CR, et al. Among authors: millman kj. Nature. 2020 Sep;585(7825):357-362. doi: 10.1038/s41586-020-2649-2. Epub 2020 Sep 16. Nature. 2020. PMID: 32939066 Free PMC article. Review.
SciPy 1.0: fundamental algorithms for scientific computing in Python.
Virtanen P, Gommers R, Oliphant TE, Haberland M, Reddy T, Cournapeau D, Burovski E, Peterson P, Weckesser W, Bright J, van der Walt SJ, Brett M, Wilson J, Millman KJ, Mayorov N, Nelson ARJ, Jones E, Kern R, Larson E, Carey CJ, Polat İ, Feng Y, Moore EW, VanderPlas J, Laxalde D, Perktold J, Cimrman R, Henriksen I, Quintero EA, Harris CR, Archibald AM, Ribeiro AH, Pedregosa F, van Mulbregt P; SciPy 1.0 Contributors. Virtanen P, et al. Among authors: millman kj. Nat Methods. 2020 Mar;17(3):261-272. doi: 10.1038/s41592-019-0686-2. Epub 2020 Feb 3. Nat Methods. 2020. PMID: 32015543 Free PMC article. Review.
Author Correction: SciPy 1.0: fundamental algorithms for scientific computing in Python.
Virtanen P, Gommers R, Oliphant TE, Haberland M, Reddy T, Cournapeau D, Burovski E, Peterson P, Weckesser W, Bright J, van der Walt SJ, Brett M, Wilson J, Millman KJ, Mayorov N, Nelson ARJ, Jones E, Kern R, Larson E, Carey CJ, Polat İ, Feng Y, Moore EW, VanderPlas J, Laxalde D, Perktold J, Cimrman R, Henriksen I, Quintero EA, Harris CR, Archibald AM, Ribeiro AH, Pedregosa F, van Mulbregt P; SciPy 1.0 Contributors. Virtanen P, et al. Among authors: millman kj. Nat Methods. 2020 Mar;17(3):352. doi: 10.1038/s41592-020-0772-5. Nat Methods. 2020. PMID: 32094914 Free PMC article.
Teaching Computational Reproducibility for Neuroimaging.
Millman KJ, Brett M, Barnowski R, Poline JB. Millman KJ, et al. Front Neurosci. 2018 Oct 22;12:727. doi: 10.3389/fnins.2018.00727. eCollection 2018. Front Neurosci. 2018. PMID: 30405329 Free PMC article.
Data sharing for computational neuroscience.
Teeters JL, Harris KD, Millman KJ, Olshausen BA, Sommer FT. Teeters JL, et al. Among authors: millman kj. Neuroinformatics. 2008 Spring;6(1):47-55. doi: 10.1007/s12021-008-9009-y. Epub 2008 Feb 8. Neuroinformatics. 2008. PMID: 18259695
Changing computational research. The challenges ahead.
Neylon C, Aerts J, Brown CT, Coles SJ, Hatton L, Lemire D, Millman KJ, Murray-Rust P, Perez F, Saunders N, Shah N, Smith A, Varoquaux G, Willighagen E. Neylon C, et al. Among authors: millman kj. Source Code Biol Med. 2012 May 28;7(1):2. doi: 10.1186/1751-0473-7-2. Source Code Biol Med. 2012. PMID: 22640749 Free PMC article. No abstract available.