DOI: 10.1371/journal.pcbi.0030199. A Primer on Python for Life Science Researchers

A Primer on Python for Life Science Researchers

10.1371/journal.pcbi.0030199

Crossref journal-article

Public Library of Science (PLoS)

PLoS Computational Biology (340)

Bibliography

Bassi, S. (2007). A Primer on Python for Life Science Researchers. PLoS Computational Biology, 3(11), e199.

Authors 1

Sebastian Bassi (first)

References 44 Referenced 54

{'key': 'pcbi-0030199-b001', 'first-page': '283', 'article-title': 'Interactively testing remote servers using the Python programming language.', 'volume': '4', 'year': '1991', 'journal-title': 'CWI Quarterly'} / CWI Quarterly / Interactively testing remote servers using the Python programming language. (1991)
ChouPH 2002 Algorithm education in Python 10th International Python Conference; 4–7 February 2002; Alexandria, Virginia, United States of America. Available: http://www.python10.org/p10-papers/index.htm. Accessed 4 October 2007.
2007 NumPy Trelgol Publishing Available: http://numpy.scipy.org/. Accessed 4 October 2007.
SciPy 2007 Available: http://www.scipy.org/. Accessed 4 October 2007.
2007 Mathplotlib The Mathworks Available: http://matplotlib.sourceforge.net/. Accessed 4 October 2007.
2007 Biopyton Version 1.43 Available: http://www.biopython.org/. Accessed 4 October 2007.
10.1016/S0022-2836(02)01371-2 / J Mol Biol / COMPASS: A tool for comparison of multiple protein alignments with assessment of statistical significance. (2003)
10.1093/nar/gkg040 / Nucleic Acids Res / The Protein Information Resource. (2003)
10.1093/bioinformatics/btg299 / Bioinformatics / PDB file parser and structure class implemented in Python. (2003)
10.1093/nar/25.17.3389 / Nucleic Acids Res / Gapped BLAST and PSI-BLAST: A new generation of protein database search programs. (1997)
{'key': 'pcbi-0030199-b011', 'first-page': 'D201', 'article-title': 'InterPro, progress and status in 2005.', 'volume': '33', 'year': '2005', 'journal-title': 'Nucleic Acids Res'} / Nucleic Acids Res / InterPro, progress and status in 2005. (2005)
The Centre for Applied Genomics 2007 NCBI Locus Link in BioXRT Database Available: http://projects.tcag.ca/bioxrt/locuslink/. Accessed 4 October 2007.
10.1093/nar/gkj063 / Nucleic Acids Res / The PROSITE database. (2006)
10.1101/gr.8.3.175 / Genome Res / Basecalling of automated sequencer traces using phred. I. Accuracy assessment. (1998)
Laboratory of Phil Green 2007 Phred, Phrap, Consed Available: http://www.phrap.org/phredphrapconsed.html#block_phrap. Accessed 4 October 2007.
10.1093/bib/5.1.39 / Brief Bioinform / Swiss-Prot: Juggling between evolution and stability. (2004)
PubMed 2007 Available: http://www.ncbi.nlm.nih.gov/entrez/query.fcgi. Accessed 4 October 2007.
10.1093/nar/gkj157 / Nucleic Acids Res / GenBank. (2006)
10.1016/S0076-6879(96)66024-8 / Methods Enzymol / Using CLUSTAL for multiple sequence alignments. (1996)
10.1016/S0168-9525(00)02024-2 / Trends Genet / EMBOSS: The European Molecular Biology Open Software Suite. (2000)
{'key': 'pcbi-0030199-b021', 'first-page': '365', 'article-title': 'Primer3 on the WWW for general users and for biologist programmers.', 'volume': '132', 'year': '2000', 'journal-title': 'Methods Mol Biol'} / Methods Mol Biol / Primer3 on the WWW for general users and for biologist programmers. (2000)
ToldoL 2007 PI EMBL WWW Gateway to Isoelectric Point Service Available: http://www.embl-heidelberg.de/cgi/pi-wrapper.pl. Accessed 4 October 2007.
10.1002/elps.11501401163 / Electrophoresis / The focusing positions of polypeptides in inmobilized pH gradients can be predicted from their amino acid sequences. (1993)
10.1093/bib/bbl026 / Brief Bioinform / Open source tools and toolkits for bioinformatics: Significance, and where are we? (2006)
McGinnisS 2005 NCBI communication to BioPerl Team Available: http://www.bioperl.org/w/index.php?title=NCBI_Blast_email&oldid=5114. Accessed 14 June 2007
Enthought 2007 Chaco Available: http://code.enthought.com/chaco/. Accessed 4 October 2007.
RamachandranP 2007 MayaVi Available: http://mayavi.sourceforge.net/. Accessed 4 October 2007.
Computational and Information Systems Laboratory 2007 PyNGL: A Python interface. National Center for Atmospheric Research Available: http://www.pyngl.ucar.edu/. Accessed 4 October 2007.
Max Planck Institute for Solar Research 2007 DISLIN scientific plotting software Available: http://www.dislin.de/. Accessed 4 October 2007.
Python Software Foundation 2007 PythonCard 0.8.2 Available: http://pythoncard.sourceforge.net/. Accessed 4 October 2007.
2007 EasyGUI 0.72 Available: http://www.ferg.org/easygui/. Accessed 4 October 2007.
2007 Tkinter Wiki Available: http://tkinter.unpythonic.net/wiki/. Accessed 4 October 2007.
Lawrence Journal-World 2007 Django Available: http://www.djangoproject.com/. Accessed 4 October 2007.
Zope Community 2007 Zope Available: http://www.zope.org/. Accessed 4 October 2007.
2007 CherryPy Available: http://www.cherrypy.org/. Accessed 4 October 2007.
HammondM 2007 Python programming on Win32 using PythonWin. In: HammondMRobinsonA Python programming on Win32 O'Reilly Network Available: http://www.onlamp.com/pub/a/python/excerpts/chpt20/pythonwin.html. Accessed 4 October 2007
Codeplex Microsoft.net 2007 IronPython Available: http://www.codeplex.com/Wiki/View.aspx?ProjectName=IronPython. Accessed 4 October 2007.
MoreiraWWarnesGR 2007 Rpy Available: http://rpy.sourceforge.net/. Accessed 4 October 2007.
SmolckA 2007 mlabwrap 1.0. The MathWorks Available: http://mlabwrap.sourceforge.net/. Accessed 4 October 2007.
{'key': 'pcbi-0030199-b040', 'first-page': '21', 'article-title': 'Ipython: A system for interactive scientific computing.', 'volume': '9', 'year': '2007', 'journal-title': 'CiSE'} / CiSE / Ipython: A system for interactive scientific computing. (2007)
10.1038/nj7050-600b / Nature / Recruiters and academia. (2005)
{'key': 'pcbi-0030199-b042', 'first-page': '5', 'article-title': "Where's the real bottleneck in scientific computing?", 'volume': '94', 'year': '2005', 'journal-title': 'Am Sci'} / Am Sci / Where's the real bottleneck in scientific computing? (2005)
Institute of Electrical and Electronics Engineers 1985 Binary Floating-Point Arithmetic. IEEE standard 754 Piscataway (New Jersey) Institute of Electrical and Electronics Engineers
Python Software Foundation 2003 Decimal Data Type Available: http://www.python.org/dev/peps/pep-0327/. Accessed 4 October 2007.

Dates

Type	When
Created	17 years, 9 months ago (Nov. 27, 2007, 2:30 p.m.)
Deposited	5 years, 3 months ago (May 6, 2020, 6:25 p.m.)
Indexed	9 months, 2 weeks ago (Nov. 19, 2024, 11:09 a.m.)
Issued	17 years, 9 months ago (Nov. 30, 2007)
Published	17 years, 9 months ago (Nov. 30, 2007)
Published Online	17 years, 9 months ago (Nov. 30, 2007)

Funders 0

None

BibTeX

@article{Bassi_2007, title={A Primer on Python for Life Science Researchers}, volume={3}, ISSN={1553-7358}, url={http://dx.doi.org/10.1371/journal.pcbi.0030199}, DOI={10.1371/journal.pcbi.0030199}, number={11}, journal={PLoS Computational Biology}, publisher={Public Library of Science (PLoS)}, author={Bassi, Sebastian}, editor={Lewitter, Fran}, year={2007}, month=nov, pages={e199} }

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