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Merge pull request #84 from wolfv/master
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2019-09-05-EuroScipy-xtensor/xtensor.ipynb

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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "subslide"
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"slide_type": "slide"
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}
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"source": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"metadata": {
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"slideshow": {
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"slide_type": "subslide"
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}
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},
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"source": [
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"## C++ all the things"
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"# N-D arrays are everywhere\n",
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"# Motivation\n",
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"\n",
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"## N-D arrays are everywhere\n",
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"\n",
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"<img src=\"src/pyjlr.png\" width=\"500px\" />\n",
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"\n",
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"- ... except for C++\n",
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"- Basic building block of data science\n",
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"- Images, Videos, Music, Point Clouds – all are expressed as N-dimensional data."
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"- Images, Videos, Music, Point Clouds – all are expressed as N-dimensional data"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "subslide"
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}
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},
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"source": [
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"## The interlanguage meeting\n",
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"\n",
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"<img src=\"../2017-04-09-PyDataAmsterdam-xtensor/src/workshop-berkeley.jpg\" width=\"50%\"/>\n",
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"\n",
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"On November 9, 2015, key developers from the R and Python ecosystems gathered in Berkeley for a workshop to explore data structures across programming languages and Packages. "
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "subslide"
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"source": [
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"# Their conclusions\n",
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"\n",
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"- Enforce common formats and protocols to communicate and store these data structures.\n",
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"- Support for these protocols accross all three languages.\n",
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"- Converge on common native C++ implementations of these data structures with bindings for multiple scripting languages."
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{
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"slide_type": "subslide"
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}
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"source": [
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"# One Tensor to Rule Them All\n",
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"\n",
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"<img src=\"../2017-04-09-PyDataAmsterdam-xtensor/src/ring.png\" />"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"<img src=\"src/xtensor.png\" width=\"500px\" />\n",
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"\n",
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"# Benchmarks\n",
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"\n",
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"- Standalone C++: 0.016s\n",
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"- Python + NumPy: 14.22s\n",
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"- Python + xtensor: 0.022s\n",
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"- Julia: 0.014s\n",
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"- Julia + xtensor: 0.014s\n",
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"- R: 9.905s\n",
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"- R + xtensor: 0.013s"
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"\n",
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"<table style=\"font-size: 30px; font-family: monospace;\">\n",
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" <tr>\n",
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" <th width=\"400px\">Language</th>\n",
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" <th>Time</th>\n",
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" </tr>\n",
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" <tr>\n",
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" <td>Standalone C++</td>\n",
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" <td>0.016s</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td>Python + NumPy</td>\n",
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" <td>14.220s</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td>Python + xtensor</td>\n",
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" <td>0.022s</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td>Julia</td>\n",
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" <td>0.014s</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td>Julia + xtensor</td>\n",
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" <td>0.014s</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td>R</td>\n",
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" <td>9.905s</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td>R + xtensor</td>\n",
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" <td>0.014s</td>\n",
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" </tr>\n",
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"\n",
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"</table>"
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}
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],
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"metadata": {
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"celltoolbar": "Diaporama",
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"celltoolbar": "Slideshow",
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"kernelspec": {
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"display_name": "C++14",
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"language": "C++14",

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