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  1. GPU and Python - Andreas Klockner


    from PyData Added 10.9K 51 0

    Why use GPUs from Python? This workshop will provide a brief introduction to GPU programming with Python, including run-time code generation and use of high-level tools like PyCUDA and PyOpenCL, and…

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    • Network X and Gephi - Gilad Lotan


      from PyData Added 6,563 29 0

      Are you interested in working with social data to map out communities and connections between friends, fans and followers? In this session I'll show ways in which we use the python networkx library…

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      • SciKit Random Forest - Brian Eoff


        from PyData Added 5,700 22 0

        There was a time when the go to machine learning library was Weka, a behemoth of a Java library. Recently, Scikit-Learn has chipped away at the functionality provided by Weka, and given the Python…

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        • Simulated Algorithmic Trading with Zipline - Thomas Wiecki


          from PyData Added 5,404 10 0

          Python is quickly becoming the glue language which holds together data science and related fields like quantitative finance. Zipline is a new, BSD-licensed quantitative trading system which allows…

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          • SciKit-Learn Tutorial - Jake VanderPlas


            from PyData Added 5,010 34 1

            Machine Learning is a discipline involving algorithms designed to find patterns in and make predictions about data. It is nearly ubiquitous in our world today, and used in everything from web searches…

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            • Intro to NumPy - Stefan van der Walt and Travis Oliphant


              from PyData Added 3,893 16 0

              This talk was presented at PyData NYC 2012: http://nyc2012.pydata.org/. If you are interested in this topic, be sure to check out PyData Silicon Valley in March of 2013: http://sv2013.pydata.org/

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              • Python for Business Intelligence - Stefan Urbanek


                from PyData Added 3,328 10 1

                Introduction to business intelligence, data warehousing and online analytical processing with Cubes. Cubes is a lightweight Python framework and OLAP server that provides business point of view modeling…

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                • Keynote - Rapid Iteration with Python: Scaling AppNexus


                  from PyData Added 3,300 11 1

                  At AppNexus, we've experienced explosive growth over the last three years. Our data pipeline, horizontally scaled in Hadoop and Hbase, now processes more than 15 terabytes every day. This has…

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                  • iPython Notebook - Brian Granger


                    from PyData Added 3,181 21 0

                    Data focused computing involves many stages: exploration, visualization, production mode computing, collaboration, debugging, development, presentation and publication. The IPython Notebook is a web…

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                    • Timeseries and Pandas - Chang She


                      from PyData Added 2,959 23 0

                      Since v0.8, the pandas library has greatly expanded its timeseries functionality. This tutorial will give an introduction to working with timeseries data in pandas. We'll cover how to create…

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                      • Matplotlib Tutorial - Jake VanderPlas


                        from PyData Added 2,821 18 0

                        An important part of data-intensive scientific computing is data visualization. Matplotlib offers a full-featured data visualization package within Python, which is built to interface well with numpy,…

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                        • Bayesian Method For Hackers


                          from PyData Added 2,618 9 0

                          Cam Davidson Pilon

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