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Inferring cellular and molecular processes in single-cell data with non-negative matrix factorization using Python, R and GenePattern Notebook implementations of CoGAPS
Johnson, Jeanette A. I., Tsang, Ashley P., Mitchell, Jacob T., Zhou, David L., Bowden, Julia, Davis-Marcisak, Emily, Sherman, Thomas, Liefeld, Ted, Loth, Melanie, Goff, Loyal A., Zimmerman, Jacquelyn W., Kinny-Köster, Ben, Jaffee, Elizabeth M., Tamayo, Pablo, Mesirov, Jill P., Reich, Michael, Fertig, Elana J., Stein-O’Brien, Genevieve L.
Published in Nature protocols (01.12.2023)
Published in Nature protocols (01.12.2023)
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Journal Article
PyMix - The Python mixture package - a tool for clustering of heterogeneous biological data
Georgi, Benjamin, Costa, Ivan Gesteira, Schliep, Alexander
Published in BMC bioinformatics (06.01.2010)
Published in BMC bioinformatics (06.01.2010)
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Journal Article
SciPy 1.0: fundamental algorithms for scientific computing in Python
Virtanen, Pauli, Gommers, Ralf, Oliphant, Travis E., Haberland, Matt, Reddy, Tyler, Cournapeau, David, Burovski, Evgeni, Peterson, Pearu, Weckesser, Warren, Bright, Jonathan, van der Walt, Stéfan J., Brett, Matthew, Wilson, Joshua, Millman, K. Jarrod, Mayorov, Nikolay, Nelson, Andrew R. J., Jones, Eric, Kern, Robert, Larson, Eric, Carey, C J, Polat, İlhan, Feng, Yu, Moore, Eric W., VanderPlas, Jake, Laxalde, Denis, Perktold, Josef, Cimrman, Robert, Henriksen, Ian, Quintero, E. A., Harris, Charles R., Archibald, Anne M., Ribeiro, Antônio H., Pedregosa, Fabian, van Mulbregt, Paul
Published in Nature methods (01.03.2020)
Published in Nature methods (01.03.2020)
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Journal Article
Uncovering structural ensembles from single-particle cryo-EM data using cryoDRGN
Kinman, Laurel F., Powell, Barrett M., Zhong, Ellen D., Berger, Bonnie, Davis, Joseph H.
Published in Nature protocols (01.02.2023)
Published in Nature protocols (01.02.2023)
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Journal Article
Toward a unified framework for interpreting machine-learning models in neuroimaging
Kohoutová, Lada, Heo, Juyeon, Cha, Sungmin, Lee, Sungwoo, Moon, Taesup, Wager, Tor D., Woo, Choong-Wan
Published in Nature protocols (01.04.2020)
Published in Nature protocols (01.04.2020)
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Journal Article
Portable BLAST-like algorithm library and its implementations for command line, Python, and R
Schmid, Steven, Jeevannavar, Aditya, Julian, Timothy R., Tamminen, Manu
Published in PloS one (30.11.2023)
Published in PloS one (30.11.2023)
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Journal Article
ITEP: An integrated toolkit for exploration of microbial pan-genomes
Benedict, Matthew N, Henriksen, James R, Metcalf, William W, Whitaker, Rachel J, Price, Nathan D
Published in BMC genomics (03.01.2014)
Published in BMC genomics (03.01.2014)
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Journal Article
PyUNIxMD: A Python‐based excited state molecular dynamics package
Lee, In Seong, Ha, Jong‐Kwon, Han, Daeho, Kim, Tae In, Moon, Sung Wook, Min, Seung Kyu
Published in Journal of computational chemistry (15.09.2021)
Published in Journal of computational chemistry (15.09.2021)
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Journal Article
QFlow lite dataset: A machine-learning approach to the charge states in quantum dot experiments
Zwolak, Justyna P., Kalantre, Sandesh S., Wu, Xingyao, Ragole, Stephen, Taylor, Jacob M.
Published in PloS one (17.10.2018)
Published in PloS one (17.10.2018)
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Journal Article
PyImageJ: A library for integrating ImageJ and Python
Rueden, Curtis T., Hiner, Mark C., Evans, Edward L., Pinkert, Michael A., Lucas, Alice M., Carpenter, Anne E., Cimini, Beth A., Eliceiri, Kevin W.
Published in Nature methods (01.11.2022)
Published in Nature methods (01.11.2022)
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Journal Article
Procrustes: A python library to find transformations that maximize the similarity between matrices
Meng, Fanwang, Richer, Michael, Tehrani, Alireza, La, Jonathan, Kim, Taewon David, Ayers, Paul W., Heidar-Zadeh, Farnaz
Published in Computer physics communications (01.07.2022)
Published in Computer physics communications (01.07.2022)
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Journal Article
Correct orchestration of federated learning generic algorithms: Python translation to CSP and verification by PAT
Djukic, Miodrag, Prokić, Ivan, Popovic, Miroslav, Ghilezan, Silvia, Popovic, Marko, Prokić, Simona
Published in International journal on software tools for technology transfer (01.02.2025)
Published in International journal on software tools for technology transfer (01.02.2025)
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Journal Article