From cf9eb76b9ffb0c6a35416029fc8986d2a12a44f2 Mon Sep 17 00:00:00 2001
From: Bas Nijholt <basnijholt@gmail.com>
Date: Tue, 31 Jan 2017 17:51:29 +0100
Subject: [PATCH] add timing notebook
---
Learner-timing.ipynb | 88 ++++++++++++++++++++++++++++++++++++++++++++
1 file changed, 88 insertions(+)
create mode 100644 Learner-timing.ipynb
diff --git a/Learner-timing.ipynb b/Learner-timing.ipynb
new file mode 100644
index 00000000..ea1de2ba
--- /dev/null
+++ b/Learner-timing.ipynb
@@ -0,0 +1,88 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Timing"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "import holoviews as hv\n",
+ "hv.notebook_extension()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import learner1D\n",
+ "from time import time"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "times = []\n",
+ "xs = np.random.random((1000, 1000))\n",
+ "ys = np.random.random((1000, 1000))\n",
+ "for (i, (x, y)) in enumerate(zip(xs, ys)):\n",
+ " learner = learner1D.Learner1D(x[:i+2], y[:i+2])\n",
+ " start = time()\n",
+ " learner.choose_points(n=1)\n",
+ " stop = time()\n",
+ " times.append(stop-start)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "hv.Curve(times)"
+ ]
+ }
+ ],
+ "metadata": {
+ "anaconda-cloud": {},
+ "kernelspec": {
+ "display_name": "Python [conda env:py36]",
+ "language": "python",
+ "name": "conda-env-py36-py"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.6.0"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 1
+}
--
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