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Abstract Presenters: Gaël Varoquaux, Jake Vanderplas, Olivier Grisel Description Machine Learning is the branch of computer science concerned with the development of algorithms which can learn from previously-seen data in order to make predictions about future data, and has become an important part of research in many scientific fields. This ...
Abstract Presenter: Christopher Fonnesbeck Description This tutorial will introduce the use of Python for statistical data analysis, using data stored as Pandas DataFrame objects. Much of the work involved in analyzing data resides in importing, cleaning and transforming data in preparation for analysis. Therefore, the first half of the course ...
Abstract Presenter: Christopher Fonnesbeck Description This tutorial will introduce the use of Python for statistical data analysis, using data stored as Pandas DataFrame objects. Much of the work involved in analyzing data resides in importing, cleaning and transforming data in preparation for analysis. Therefore, the first half of the course ...
Abstract Presenters: Gaël Varoquaux, Jake Vanderplas, Olivier Grisel Description Machine Learning is the branch of computer science concerned with the development of algorithms which can learn from previously-seen data in order to make predictions about future data, and has become an important part of research in many scientific fields. This ...
Abstract Presenters: Gaël Varoquaux, Jake Vanderplas, Olivier Grisel Description Machine Learning is the branch of computer science concerned with the development of algorithms which can learn from previously-seen data in order to make predictions about future data, and has become an important part of research in many scientific fields. This ...
Abstract Presenters: David Cournapeau, Stefan Van der Walt Description Do you want to contribute to NumPy but find the codebase daunting ? Do you want to extend NumPy (e.g. adding support for decimal, or arbitrary precision) ? Are you curious to understand how NumPy works at all ? Then this ...
Abstract Presenters: David Cournapeau, Stefan Van der Walt Description Do you want to contribute to NumPy but find the codebase daunting ? Do you want to extend NumPy (e.g. adding support for decimal, or arbitrary precision) ? Are you curious to understand how NumPy works at all ? Then this ...
Abstract Presenters: David Cournapeau, Stefan Van der Walt Description Do you want to contribute to NumPy but find the codebase daunting ? Do you want to extend NumPy (e.g. adding support for decimal, or arbitrary precision) ? Are you curious to understand how NumPy works at all ? Then this ...
Abstract Presenters: Gaël Varoquaux, Jake Vanderplas, Olivier Grisel Description Machine Learning is the branch of computer science concerned with the development of algorithms which can learn from previously-seen data in order to make predictions about future data, and has become an important part of research in many scientific fields. This ...
Abstract Presenters: Fernando Perez, Brian Granger Description IPython provides tools for interactive and parallel computing that are widely used in scientific computing, but can benefit any Python developer. We will show how to use IPython in different ways, as: an interactive shell, an embedded shell, a graphical console, a network-aware ...
Abstract Presenter: Kurt Smith Description Cython is a flexible and multi-faceted tool that brings down the barrier between Python and other languages. With cython, you can add type information to your Python code to yield dramatic performance improvements. Cython also allows you to wrap C, C++ and Fortran libraries to ...
Abstract Presenter: Kurt Smith Description Cython is a flexible and multi-faceted tool that brings down the barrier between Python and other languages. With cython, you can add type information to your Python code to yield dramatic performance improvements. Cython also allows you to wrap C, C++ and Fortran libraries to ...
Abstract Presenter: Kurt Smith Description Cython is a flexible and multi-faceted tool that brings down the barrier between Python and other languages. With cython, you can add type information to your Python code to yield dramatic performance improvements. Cython also allows you to wrap C, C++ and Fortran libraries to ...
Abstract Presenter: Kurt Smith Description Cython is a flexible and multi-faceted tool that brings down the barrier between Python and other languages. With cython, you can add type information to your Python code to yield dramatic performance improvements. Cython also allows you to wrap C, C++ and Fortran libraries to ...
Abstract Presenters: David Cournapeau, Stefan Van der Walt Description Do you want to contribute to NumPy but find the codebase daunting ? Do you want to extend NumPy (e.g. adding support for decimal, or arbitrary precision) ? Are you curious to understand how NumPy works at all ? Then this ...
Abstract Presenter: Benjamin Root Description This tutorial will be the introduction to matplotlib, intended for users who want to become familiar with python's predominate scientific plotting package. First, the plotting functions that are available will be introduced so users will know what kinds of graphs can be done. We will ...
Abstract Presenter: Benjamin Root Description This tutorial will be the introduction to matplotlib, intended for users who want to become familiar with python's predominate scientific plotting package. First, the plotting functions that are available will be introduced so users will know what kinds of graphs can be done. We will ...
Abstract Presenters: Fernando Perez, Brian Granger Description IPython provides tools for interactive and parallel computing that are widely used in scientific computing, but can benefit any Python developer. We will show how to use IPython in different ways, as: an interactive shell, an embedded shell, a graphical console, a network-aware ...
Abstract Presenters: Fernando Perez, Brian Granger Description IPython provides tools for interactive and parallel computing that are widely used in scientific computing, but can benefit any Python developer. We will show how to use IPython in different ways, as: an interactive shell, an embedded shell, a graphical console, a network-aware ...
Abstract Description This tutorial is a hands-on introduction to the two most basic building-blocks of the scientific Python stack: the enhanced interactive interpreter IPython and the fast numerical container Numpy. Amongst other things you will learn how to structure an interactive workflow for scientific computing and how to create and ...