{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Random Variables\n", "\n", "In the following sections we illustrate some basic usage of *random variables* in ProbNum. Random variables are the primary in- and outputs of probabilistic numerical methods. A generic signature of such methods looks like this:\n", "\n", "```python\n", "randvar_out = probnum_method(randvar_in, **kwargs)\n", "```\n", "\n", "We begin by creating some random variables and performing basic arithmetic operations on them." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "# Make inline plots vector graphics instead of raster graphics\n", "%matplotlib inline\n", "from IPython.display import set_matplotlib_formats\n", "set_matplotlib_formats('pdf', 'svg')\n", "\n", "# Plotting\n", "import matplotlib.pyplot as plt\n", "plt.style.use('../probnum.mplstyle')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Univariate Random Variables\n", "\n", "Instantiate and manipulate random variables and linear operators." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "<() Normal with dtype=float64>\n" ] } ], "source": [ "import numpy as np\n", "from probnum import random_variables as rvs\n", "\n", "# Random seed\n", "np.random.seed(42)\n", "\n", "# Gaussian random variable\n", "X = rvs.Normal(mean=0, cov=1)\n", "\n", "# Arithmetic operations between scalars and random variables\n", "Y = 2 * X - 3\n", "print(Y)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "application/pdf": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot of probability density functions of X and Y\n", "xx = np.linspace(-7, 3, num=100)\n", "fig, axes = plt.subplots(nrows=1, ncols=1, figsize=(6, 3.5))\n", "axes.plot(xx, X.pdf(xx), label=\"$f_X$\", linewidth=4)\n", "axes.plot(xx, Y.pdf(xx), label=\"$f_Y$\", linewidth=4)\n", "axes.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Arithmetic Operations\n", "\n", "Perform basic arithmetic operations (addition, multiplication, ...) between scalars or vectors and random variables. You can also apply linear transformations and make use of broadcasting.\n", "\n", "### Vectors and Matrices" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "<(2,) Normal with dtype=float64>\n" ] } ], "source": [ "# Affine transformation of a random variable\n", "A = np.array([[1, 2], \n", " [3, 2]])\n", "X = rvs.Normal(mean=np.array([1, 2]), cov=np.array([[5, 0], \n", " [0, 2]]))\n", "Y = A @ (- X) + np.array([1, 2])\n", "print(Y)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "scrolled": true }, "outputs": [ { "data": { "application/pdf": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Contour plot of the probability density functions of X and Y\n", "delta = 0.1\n", "uu = np.arange(-3, 4, delta)\n", "vv = np.arange(-2, 4, delta)\n", "U, V = np.meshgrid(uu, vv)\n", "\n", "rvdict = {\"$f_X$\" : X, \"$f_Y$\" : Y}\n", "fig, axes = plt.subplots(nrows=1, ncols=2, figsize=(6, 3.5), sharey=True)\n", "for i, (title, rv) in enumerate(rvdict.items()):\n", " axes[i].contourf(U, V, rv.pdf(np.dstack((U, V))), levels=10)\n", " axes[i].title.set_text(title)\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Linear Operators" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'mean': array([ 6., 11., 0.]), 'cov': array([[ 13., 26., -5.],\n", " [ 26., 52., -10.],\n", " [ -5., -10., 5.]])}\n" ] } ], "source": [ "from probnum.linalg.linops import aslinop\n", "\n", "# Linear operators applied to random variables\n", "A = aslinop(np.array([[1, 2], \n", " [2, 4],\n", " [-1, 0]]))\n", "Y = A @ X\n", "\n", "# Broadcasting\n", "Y = Y + 1\n", "print(Y.parameters)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "scrolled": true }, "outputs": [ { "data": { "application/pdf": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Scatter plot\n", "from mpl_toolkits.mplot3d import Axes3D\n", "\n", "s = Y.sample(500)\n", "\n", "fig = plt.figure(figsize=(6, 3.5))\n", "ax = Axes3D(fig)\n", "ax.scatter(s[:, 0], s[:, 1], s[:, 2])\n", "ax.title.set_text(\"$Y$\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Matrix-variate Random Variables\n", "\n", "Matrix-variate random variables are used to model matrices probabilistically. They often arise in the case of dependent data tabulated in the form of a matrix. In the probabilistic numerics context they arise when the inverse of a linear operator is inferred. Here, we sample from a matrix-variate normal distribution\n", "$$\n", "\\mathsf{X} \\sim \\mathcal{N}(M, V \\otimes W)\n", "$$\n", "\n", "with a Kronecker product covariance." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(3, 10, 10)\n" ] } ], "source": [ "from probnum.linalg.linops import Kronecker\n", "\n", "# Matrix-variate normal distribution\n", "n = 10\n", "np.random.seed(1)\n", "mean = np.vander(x=np.linspace(1, 0.1, n), N=n, increasing=True)\n", "cov = Kronecker(A=0.1 * np.eye(n), B=0.1 * np.eye(n))\n", "X = rvs.Normal(mean=mean, cov=cov)\n", "\n", "# Draw samples\n", "Xsamples = X.sample(3)\n", "print(Xsamples.shape)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "application/pdf": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot of mean and samples\n", "rvdict = {\"$\\mathbb{E}(\\mathsf{X})$\" : X.mean, \"$\\mathsf{X}_1$\" : Xsamples[0], \"$\\mathsf{X}_2$\" : Xsamples[1], \n", " \"$\\mathsf{X}_3$\" : Xsamples[2]}\n", "vmin = np.min([np.min(mat) for mat in list(rvdict.values())])\n", "vmax = np.max([np.max(mat) for mat in list(rvdict.values())])\n", "\n", "fig, axes = plt.subplots(nrows=1, ncols=4, figsize=(10, 3.5), sharey=True)\n", "for i, (title, rv) in enumerate(rvdict.items()):\n", " axes[i].imshow(rv, vmin=vmin, vmax=vmax, cmap=\"bwr\")\n", " axes[i].set_axis_off()\n", " axes[i].title.set_text(title)\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will now take a closer look at the covariance. If it has Kronecker structure $V \\otimes W$, then $V$ denotes the covariance among rows of the matrix and $W$ the covariance of the columns." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "application/pdf": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from scipy.sparse import diags\n", "\n", "# Recursively structured mean matrix\n", "def recursive_block_mat(k):\n", " if k == 0:\n", " arr = np.zeros((7, 7))\n", " arr[3, 3] = 1\n", " arr[6, 2:5] = arr[0, 2:5] = - 0.5\n", " return arr\n", " else:\n", " bl = recursive_block_mat(k - 1)\n", " return np.block([[bl.T, bl ],\n", " [bl , bl.T]])\n", " \n", "mean = recursive_block_mat(2)\n", "\n", "# Kronecker covariance\n", "n = mean.shape[0]\n", "k = int(n/2)\n", "V = 1 / k * diags(np.concatenate([np.arange(1, k + 1), np.arange(k + 1, 0, step=-1)]), \n", " np.arange(-k, k + 1), shape=(n, n)).toarray() # row covariance\n", "W = np.eye(n) # column covariance\n", "cov = Kronecker(V, W)\n", "\n", "# Plot parameters\n", "matdict = {\"$\\mathbb{E}(\\mathsf{X})$\" : mean, \"$V$\" : V, \"$W$\" : W}\n", "vmax = 1.5\n", "\n", "fig, axes = plt.subplots(nrows=1, ncols=3, figsize=(10, 3.5), sharey=True)\n", "for i, (title, rv) in enumerate(matdict.items()):\n", " axes[i].imshow(rv, cmap='bwr', vmin=-vmax, vmax=vmax)\n", " axes[i].set_axis_off()\n", " axes[i].title.set_text(title)\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "application/pdf": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Define random variable and draw samples\n", "X = rvs.Normal(mean=mean, cov=cov)\n", "N = 100\n", "Xsamples = X.sample(N)\n", "\n", "# Plot samples\n", "rvdict = {\"$\\\\frac{{1}}{{N}} \\sum_{i=1}^N \\mathsf{X}_i$\" : np.mean(Xsamples, axis=0),\n", " \"$\\mathsf{X}_1$\" : Xsamples[0], \"$\\mathsf{X}_2$\" : Xsamples[1], \"$\\mathsf{X}_3$\" : Xsamples[2]}\n", "\n", "fig, axes = plt.subplots(nrows=1, ncols=4, figsize=(10, 3.5), sharey=True)\n", "for i, (title, rv) in enumerate(rvdict.items()):\n", " axes[i].imshow(rv, cmap='bwr', vmin=-vmax, vmax=vmax)\n", " axes[i].set_axis_off()\n", " axes[i].title.set_text(title)\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see how the banded structure in $V$ induces samples with similar rows within a certain range given by the width of the band." ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:probnum]", "language": "python", "name": "conda-env-probnum-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": "3.7.0" }, "pycharm": { "stem_cell": { "cell_type": "raw", "metadata": { "collapsed": false }, "source": [] } }, "stem_cell": { "cell_type": "raw", "metadata": { "pycharm": { "metadata": false } }, "source": "\n" } }, "nbformat": 4, "nbformat_minor": 4 }