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{ "category": "EuroPython 2011", "language": "English", "slug": "pythonxy-diving-into-scientific-python", "speakers": [ "Vincent Noel" ], "tags": [ "analysis", "datasets", "image", "numpy", "python,", "scientific", "scipy" ], "id": 1106, "state": 1, "title": "Python(x,y): diving into scientific Python", "summary": "[EuroPython 2011] Vincent Noel - 22 June 2011 in \"Training Pizza Margherita \"\n\n", "description": "This training session will introduce the Python scientific stack to beginner\nor intermediate-level Python programmers. The basics of scientific programming\nwith Python will be presented:\n\n * creation of arrays and structured arrays using numpy\n * fast, loopless manipulation of numpy arrays through fancy indexing and vectorized functions\n * convenient saving/loading of array variables using numpy\n * improved interactive use through ipython\n * data analysis using various scipy modules (signal analysis, image classification, etc)\n * plotting large time series, histograms, scatterplots, images etc. using matplotlib\n * saving/loading large datasets in structured scientific formats such as netCDF, HDF (depending on interest)\n\nThese concepts will be used in coding exercises, in the programming\nenvironnement provided by the Python(x,y) distribution, which is freely\ndownloadable and includes recent versions of Python, numpy and matplotlib. The\nPython(x,y) distribution runs on Windows, which will be the OS of choice for\nthis session. You should still be able to follow the examples in other Python\ndistributions, e.g. EPD.\n\nThe entire talk (PDF), code samples and data files can be downloaded from the\nfollowing [archive](http://www.lmd.polytechnique.fr/~noel/EP2011/DivingIntoSci\nentificPython.zip)\n\n", "quality_notes": "", "copyright_text": "Standard YouTube License", "embed": "<object width=\"640\" height=\"390\"><param name=\"movie\" value=\"http://youtube.com/v/fVc1ruuixts?version=3&amp;hl=en_US\"></param><param name=\"allowFullScreen\" value=\"true\"></param><param name=\"allowscriptaccess\" value=\"always\"></param><embed src=\"http://youtube.com/v/fVc1ruuixts?version=3&amp;hl=en_US\" type=\"application/x-shockwave-flash\" width=\"640\" height=\"390\" allowscriptaccess=\"always\" allowfullscreen=\"true\"></embed></object>", "thumbnail_url": "http://i.ytimg.com/vi/fVc1ruuixts/hqdefault.jpg", "duration": null, "video_ogv_length": null, "video_ogv_url": null, "video_ogv_download_only": false, "video_mp4_length": null, "video_mp4_url": null, "video_mp4_download_only": false, "video_webm_length": null, "video_webm_url": null, "video_webm_download_only": false, "video_flv_length": null, "video_flv_url": null, "video_flv_download_only": false, "source_url": "http://www.youtube.com/watch?v=fVc1ruuixts", "whiteboard": "", "recorded": "2011-07-13", "added": "2012-08-30T21:02:32", "updated": "2014-04-08T20:28:27.877" }