Managing Your Biological Data with Python - Allegra Via
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Présentation Managing Your Biological Data With Python de Allegra Via Format Broché
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Résumé : Requiring no prior programming experience, this text empowers biologists and other life scientists to work with biological data on their own using the Python language. The book teaches them not only how to program but also how to manage their data. It shows how to read data from files in different formats, analyze and manipulate the data, and write the results to a file or computer screen. Every piece of code in the text is aimed at solving real biological problems.
Biographie:
Allegra Via, Kristian Rother, Anna Tramontano
Sommaire:
Getting Started: The Python Shell. Your First Python Program. Data Management: Analyzing a Data Column. Parsing Data Records. Searching Data. Filtering Data. Managing Tabular Data. Sorting Data. Pattern Matching and Text Mining. Modular Programming: Divide a Program into Functions. Managing Complexity with Classes. Debugging. Using External Modules: The Python Interface to R. Building Program Pipelines. Writing Good Programs. Data Visualization: Creating Scientific Diagrams. Creating Molecule Images with PyMOL. Manipulating Images. Biopython: Working with Sequence Data. Retrieving Data from Web Resources. Working with 3D Structure Data. Cookbook. Appendices.
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