{ "cells": [ { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Probabilistic Numerical Methods\n", "\n", "Probabilistic numerical methods solve numerical problems from linear algebra, optimization, quadrature and differential equations using _probabilistic inference_. This approach captures uncertainty arising from finite computational resources and from stochastic input.\n", "\n", "Even though PN methods return random variables which in their distribution represent this aforementioned uncertainty, they do not necessarily make use of random numbers. In order to illustrate what PN methods are and how they work consider the following deliberately simple numerical problem." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# Make inline plots vector graphics instead of raster graphics\n", "%matplotlib inline\n", "from IPython.display import set_matplotlib_formats\n", "\n", "set_matplotlib_formats(\"pdf\", \"svg\")\n", "\n", "# Plotting\n", "import matplotlib.pyplot as plt\n", "\n", "plt.style.use(\"../probnum.mplstyle\")" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## A Simple Numerical Problem\n", "\n", "Consider the following one-dimensional optimization problem $$\\underset{x \\in \\mathbb{R}}{\\operatorname{min}} f(x) = \\underset{x \\in \\mathbb{R}}{\\operatorname{min}} \\frac{1}{2} ax^2 + bx + c,$$ where $f$ is a quadratic function and we assume $a > 0$. Since $f$ is a strictly convex function there exists a unique minimum given by $$f'(x_*) = 0 \\iff x_*=-\\frac{b}{a}.$$" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import probnum as pn\n", "\n", "# Quadratic objective function\n", "a = 2\n", "b = -1.0\n", "c = 3.0\n", "x_opt = -b / a\n", "\n", "\n", "def f(x):\n", " return 0.5 * a * x ** 2 + b * x + c" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now suppose we are not given access to the coefficients, but only the ability to evaluate $f$ at arbitrary points. We can then evaluate the objective three times and solve the resulting $3 \\times 3$ linear system to find the parameters $a$, $b$ and $c$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "## Introducing Noise\n", "\n", "However, what happens if we go one step further and assume the parameters $(a,b,c)$ and therefore function evaluations are corrupted by noise? This is often the case in practice where $f$ might describe a complex physical system or depend on data. Can we still design a computationally efficient algorithm which finds the minimum?\n", "\n", "Suppose we only have access to noisy evaluations $$\\hat{y} = \\hat{f}(x) = \\frac{1}{2}(a + \\varepsilon_a)x^2 + (b+\\varepsilon_b)x + (c + \\varepsilon_c)$$ of the objective function $f$ at $x$, where $\\varepsilon = (\\varepsilon_a, \\varepsilon_b, \\varepsilon_c) \\sim \\mathcal{N}(0, \\Lambda)$ and $\\Lambda \\in \\mathbb{R}^{3 \\times 3}$ symmetric positive definite.\n", "\n", "> *Remark*: The $n$-dimensional analogue of this case arises for example in supervised (deep) learning. In large-scale empirical risk minimization the available training data often does not fit into memory. Therefore during training only batches of data are considered which induces noise on the objective function and its gradient. Here $\\hat{f}$ is analogous to the empirical risk on a gvien batch." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from probnum import random_variables as rvs\n", "\n", "# Noisy objective function\n", "Lambda = np.diag([0.1, 0.05, 0.01])\n", "eps = rvs.Normal(np.zeros(3), Lambda)\n", "\n", "\n", "def f_hat(x, noise=None):\n", " if noise is None:\n", " noise = eps.sample()\n", " return 0.5 * (a + noise[0]) * x ** 2 + (b + noise[1]) * x + c + noise[2]" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": false, "slideshow": { "slide_type": "-" } }, "outputs": [ { "data": { "application/pdf": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "\"\"\"Plot objective and noisy function evaluations.\"\"\"\n", "from mpl_toolkits.mplot3d import Axes3D\n", "\n", "# Random seed\n", "np.random.seed(42)\n", "\n", "# Plot setup\n", "n_samples = 20\n", "xx = np.linspace(x_opt - 1, x_opt + 1, 1000)\n", "\n", "fig = plt.figure(figsize=[10, 6])\n", "gs = fig.add_gridspec(ncols=2, nrows=2, width_ratios=[5, 1], height_ratios=[2.5, 1])\n", "\n", "ax00 = fig.add_subplot(gs[0, 0])\n", "ax10 = fig.add_subplot(gs[1, 0], sharex=ax00)\n", "ax01 = fig.add_subplot(gs[0, 1], sharey=ax00)\n", "ax11 = fig.add_subplot(gs[1, 1], projection=\"3d\")\n", "ylim00 = [2.25, 3.75]\n", "ylim10 = [-0.25, 1.1]\n", "\n", "# Function\n", "ax00.plot(xx, f(xx), label=\"$f$\", color=\"C0\")\n", "\n", "# Parameters\n", "ax11.scatter(a, b, c, color='C0', label=\"$(a, b, c)$\")\n", "\n", "# Function range\n", "ax01.scatter(ylim10[1] + ylim10[0], f(x_opt), label=\"$\\min f(x)$\")\n", "ax01.hlines(y=f(x_opt), xmin=ylim10[0], xmax=ylim10[1] + ylim10[0], zorder=-1, color=\"C0\")\n", "\n", "# Domain\n", "ax10.scatter(x_opt, 0, label=\"$\\operatorname{argmin} f(x)$\")\n", "ax10.vlines(x_opt, ymin=0, ymax=ylim10[1], zorder=-1, color=\"C0\")\n", "\n", "# Samples\n", "for i in range(n_samples):\n", " noise = eps.sample()\n", " x_opt_noise = -(b + noise[1]) / (a + noise[0])\n", " if i == 0:\n", " sample_label = \"$\\\\hat{f}_i$\"\n", " sample_min_label = \"$\\min \\\\hat{f}_i$\"\n", " sample_argmin_label = \"$\\operatorname{argmin} \\hat{f}_i(x)$\"\n", " else:\n", " sample_label = None\n", " sample_argmin_label = None\n", " sample_min_label = None\n", " ax00.plot(xx, f_hat(xx, noise), color=\"C0\", alpha=0.2, label=sample_label)\n", " ax10.scatter(x_opt_noise, 0, color=\"C0\", alpha=0.2, label=sample_argmin_label)\n", " ax01.scatter(\n", " ylim10[1] + ylim10[0],\n", " f_hat(x_opt_noise, noise),\n", " color=\"C0\",\n", " alpha=0.2,\n", " label=sample_min_label,\n", " )\n", " ax11.scatter(a + noise[0], b + noise[1], c + noise[2], color='C0', alpha=0.2)\n", "\n", "# Adjust axis visibility, labels and legends\n", "ax00.get_xaxis().set_visible(False)\n", "ax10.get_yaxis().set_visible(False)\n", "ax01.get_yaxis().set_visible(False)\n", "ax01.get_xaxis().set_visible(False)\n", "ax11.get_xaxis().set_ticklabels([])\n", "ax11.get_yaxis().set_ticklabels([])\n", "ax11.get_zaxis().set_ticklabels([])\n", "\n", "ax00.set_ylim(ylim00)\n", "ax00.set_xlim([x_opt - 1, x_opt + 1])\n", "ax10.set_ylim(ylim10)\n", "ax01.set_xlim(ylim10)\n", "ax11.set_xlim([a - 1, a + 1])\n", "ax11.set_ylim([b - 1, b + 1])\n", "ax11.set_zlim([c - 1, c + 1])\n", "ax00.set_ylabel(\"$y$\")\n", "ax10.set_xlabel(\"$x$\")\n", "ax11.set_xlabel(\"$a$\", labelpad=-12)\n", "ax11.set_ylabel(\"$b$\", labelpad=-12)\n", "ax11.set_zlabel(\"$c$\", labelpad=-12)\n", "ax00.legend(loc=\"upper center\")\n", "ax01.legend(loc=\"upper center\", fontsize=10, labelspacing=0)\n", "ax10.legend(loc=\"upper right\", fontsize=10, labelspacing=0)\n", "\n", "plt.tight_layout(h_pad=0, w_pad=0)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This makes the optimization problem considerably more difficult depending on the degree of noise. Can we still come up with a computationally efficient and accurate algorithm that makes use of the information we have about the problem?\n", "\n", "In fact, we can. We will design a custom **probabilistic numerical method**. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Components of PN Methods\n", "\n", "We will now build up a probabilistic numerical method from its individual components to solve the given optimization problem. In a nutshell a PN method consists of *prior knowledge* about the problem (e.g. differentiability), a *policy*, which returns an *action* that collects information about the problem resulting in *observations*. Our prior belief is updated with the observations about the problem using statistical inference techniques leading to a *posterior belief* over the numerical quantity in question. Finally, a *stopping criterion* determines, when to terminate." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Prior Knowledge" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A naive strategy to solve the problem given only the ability to evaluate the noisy function $\\hat{f}$ could be to simply choose random points on the real axis and return the point of lowest observed function value. However, clearly this is suboptimal since we might get unlucky and observe a low function value for an $x$ far away from the minimum simply by chance. Also crucially it completely ignores information we have and collect about the problem. For example, we know the latent function is quadratic. \n", "\n", "Further, we might have some idea of where the minimum of the function $f$ lies. This could come from experience, a physical application from which the problem arises or related optimization problems we have solved in the past.\n", "\n", "We can combine these two forms of prior information, inherent properties of the problem and a belief over its solution, into a prior distribution over the coefficients of the quadratic function. This induces a belief over the optimal function value $f(x_*)$. Here, we assume that we are reasonably certain about the value of $a$ but less so about $b$ and $c$." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Prior on parameters: a, b, c\n", "mu = np.array([1.8, 0.0, 3.5])\n", "Sigma = np.array([[0.1, 0.0, 0.0],\n", " [0.0, 0.4, 0.0],\n", " [0.0, 0.0, 0.2]])\n", "fun_params0 = rvs.Normal(mean=mu, cov=Sigma)\n", "x0 = -fun_params0.mean[1] / fun_params0.mean[0]\n", "\n", "# Induced belief over optimal function value\n", "def fun_opt0(fun_params0, x):\n", " x = np.asarray(x).reshape(-1, 1)\n", " return np.hstack((0.5 * x ** 2, x, np.ones_like(x))) @ fun_params0" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "scrolled": false }, "outputs": [ { "data": { "application/pdf": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "\"\"\"Plot objective, noisy function evaluations and prior knowledge.\"\"\"\n", "\n", "# Random seed\n", "np.random.seed(42)\n", "\n", "# Evaluate some quantities to plot\n", "yy = np.linspace(ylim00[0], ylim00[1], 1000)\n", "fun_opt0_mean = fun_opt0(fun_params0, xx).mean\n", "fun_opt0_std = np.sqrt(fun_opt0(fun_params0, xx).var)\n", "fun0_pdf = fun_opt0(fun_params0, x0).pdf(yy)\n", "fun0_pdf_max = np.max(fun0_pdf)\n", "\n", "# Plot setup\n", "fig = plt.figure(figsize=[10, 6])\n", "gs = fig.add_gridspec(ncols=2, nrows=2, width_ratios=[5, 1], height_ratios=[2.5, 1])\n", "\n", "ax00 = fig.add_subplot(gs[0, 0])\n", "ax10 = fig.add_subplot(gs[1, 0], sharex=ax00)\n", "ax01 = fig.add_subplot(gs[0, 1], sharey=ax00)\n", "ax11 = fig.add_subplot(gs[1, 1], projection=\"3d\")\n", "\n", "# Function\n", "ax00.plot(xx, f(xx), label=\"$f$\", color=\"C0\")\n", "ax00.plot(xx, fun_opt0_mean, color=\"C1\", label=\"$p(f)$\")\n", "ax00.fill_between(\n", " x=xx,\n", " y1=fun_opt0_mean - 2 * fun_opt0_std,\n", " y2=fun_opt0_mean + 2 * fun_opt0_std,\n", " color=\"C1\",\n", " alpha=0.2,\n", ")\n", "\n", "# Parameters\n", "def gaussian_credible_region_3d(mean, cov, alpha=0.95):\n", " \"\"\"Compute the x,y,z coordinates of a 3D Gaussian credible region.\"\"\"\n", " from scipy.stats import chi2\n", " \n", " # Determine sphere radius (https://en.wikipedia.org/wiki/Multivariate_normal_distribution#Interval)\n", " dim = 3\n", " radius = np.sqrt(chi2.ppf(alpha, df=dim))\n", " \n", " # Cholesky decomposition\n", " L = np.linalg.cholesky(cov)\n", " \n", " # Spheroid using polar coordinates\n", " u = np.linspace(0.0, 2.0 * np.pi, 100)\n", " v = np.linspace(0.0, np.pi, 100)\n", " x = radius * np.outer(np.cos(u), np.sin(v))\n", " y = radius * np.outer(np.sin(u), np.sin(v))\n", " z = radius * np.outer(np.ones_like(u), np.cos(v))\n", "\n", " # Affine transformation\n", " for i in range(len(x)):\n", " for j in range(len(x)):\n", " [x[i,j],y[i,j],z[i,j]] = np.dot(L, [x[i,j],y[i,j],z[i,j]]) + mean\n", "\n", " return x, y, z\n", "\n", "x, y, z = gaussian_credible_region_3d(mean=fun_params0.mean, cov=fun_params0.cov)\n", "ax11.plot_surface(x, y, z, color='C1', alpha=0.3, linewidth=1)\n", "ax11.scatter(a, b, c, color='C0')\n", "\n", "# Function range\n", "ax01.scatter(ylim10[1] + ylim10[0], f(x_opt), label=\"$\\min f(x)$\")\n", "ax01.hlines(y=f(x_opt), xmin=ylim10[0], xmax=ylim10[1] + ylim10[0], zorder=-1, color=\"C0\")\n", "ax01.plot(ylim10[1] + ylim10[0] - fun0_pdf / fun0_pdf_max, yy, color=\"C1\", label=\"$p(f_*)$\")\n", "ax01.fill_betweenx(\n", " y=yy,\n", " x1=ylim10[1] + ylim10[0] - fun0_pdf / fun0_pdf_max,\n", " x2=ylim10[1] + ylim10[0],\n", " color=\"C1\",\n", " alpha=0.1,\n", ")\n", "\n", "# Domain\n", "ax10.scatter(x_opt, 0, label=\"$\\operatorname{argmin} f(x)$\")\n", "ax10.vlines(x_opt, ymin=0, ymax=ylim10[1], zorder=-1, color=\"C0\")\n", "ax10.scatter(x0, 0, color=\"C1\", label=\"$- \\\\frac{\\\\mathbb{E}[b]}{\\\\mathbb{E}[a]}$\")\n", "ax10.vlines(x0, ymin=0, ymax=ylim10[1], zorder=-1, color=\"C1\")\n", "\n", "# Samples\n", "for i in range(n_samples):\n", " noise = eps.sample()\n", " x_opt_noise = -(b + noise[1]) / (a + noise[0])\n", " if i == 0:\n", " sample_label = \"$\\\\hat{f}_i$\"\n", " sample_min_label = \"$\\min \\\\hat{f}_i$\"\n", " sample_argmin_label = \"$\\operatorname{argmin} \\hat{f}_i(x)$\"\n", " else:\n", " sample_label = None\n", " sample_argmin_label = None\n", " sample_min_label = None\n", " ax00.plot(xx, f_hat(xx, noise), color=\"C0\", alpha=0.2, label=sample_label)\n", " ax10.scatter(x_opt_noise, 0, color=\"C0\", alpha=0.2, label=sample_argmin_label)\n", " ax01.scatter(\n", " ylim10[1] + ylim10[0],\n", " f_hat(x_opt_noise, noise),\n", " color=\"C0\",\n", " alpha=0.2,\n", " label=sample_min_label,\n", " )\n", " ax11.scatter(a + noise[0], b + noise[1], c + noise[2], color='C0', alpha=0.2)\n", "\n", "# Adjust axis visibility, labels and legends\n", "ax00.get_xaxis().set_visible(False)\n", "ax10.get_yaxis().set_visible(False)\n", "ax01.get_yaxis().set_visible(False)\n", "ax01.get_xaxis().set_visible(False)\n", "ax11.get_xaxis().set_ticklabels([])\n", "ax11.get_yaxis().set_ticklabels([])\n", "ax11.get_zaxis().set_ticklabels([])\n", "\n", "ax00.set_ylim(ylim00)\n", "ax00.set_xlim([x_opt - 1, x_opt + 1])\n", "ax10.set_ylim(ylim10)\n", "ax01.set_xlim(ylim10)\n", "ax11.set_xlim([a - 1, a + 1])\n", "ax11.set_ylim([b - 1, b + 1])\n", "ax11.set_zlim([c - 1, c + 1])\n", "ax00.set_ylabel(\"$y$\")\n", "ax10.set_xlabel(\"$x$\")\n", "ax11.set_xlabel(\"$a$\", labelpad=-12)\n", "ax11.set_ylabel(\"$b$\", labelpad=-12)\n", "ax11.set_zlabel(\"$c$\", labelpad=-12)\n", "ax00.legend(loc=\"upper center\")\n", "ax01.legend(loc=\"upper center\", fontsize=10, labelspacing=0)\n", "ax10.legend(loc=\"upper right\", fontsize=10, labelspacing=0)\n", "\n", "plt.tight_layout(h_pad=0, w_pad=0)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We would like to use this prior information to solve the optimization problem in question. In order to do so we need to collect information about the problem, which we do by evaluating $\\hat{f}$ at chosen points $x_i$. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Policy\n", "\n", "In order to collect information about the problem we need to decide where to evaluate the (noisy) objective function $\\hat{f}$. This is done via a _policy_ $\\pi$. In principle this can be any function which maps to the domain of $\\hat{f}$, however it is sensible to use the model of the problem our algorithm is iteratively constructing. This is called a model-based policy.\n", "\n", "Here, we will collect observations by selecting actions randomly around where we currently belief the minimum to be. This is motivated by an exploration-exploitation trade-off. While we are unsure where the minimum is we should evaluate $\\hat{f}$ with different actions to explore and find smaller function values. If we are certain about the parameter values $(a,b,c)$, we should keep evaluating close to the minimum to find its exact location." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Stochastic model-based policy\n", "def explore_exploit_policy(fun_params0):\n", " \"\"\"Policy exploring around the estimate of the minimum based on the certainty about the parameters.\"\"\"\n", " a0, b0, c0 = fun_params0\n", " return -b0.mean / a0.mean + rvs.Normal(0, np.trace(fun_params0.cov)).sample()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Action and Observation\n", "\n", "We now use our policy to collect observations about the problem by evaluating the objective function at the suggested evaluation point(s)." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "def observe(fun, x):\n", " \"\"\"Evaluate the objective at a given location.\"\"\"\n", " return fun(x)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Inference Step\n", "\n", "Given the noise model, we can compute the posterior distribution over the parameters $(a, b, c)$ for a given action $x$ using Bayes' theorem. To that end, let\n", "$$\\Phi = \\begin{pmatrix}\\frac{1}{2}x^2 \\\\ x\\\\1\\end{pmatrix} \\in \\mathbb{R}^{3}$$\n", "\n", "be the feature vector for a single action. We can rewrite the evaluation of the objective function $f(x)$ as a linear function in the parameters $(a,b,c)$ like so\n", "$$\n", "f(x) = \\frac{1}{2}ax^2 + bx + c = \\Phi^\\top \\begin{pmatrix}a \\\\ b \\\\ c \\end{pmatrix}\n", "$$\n", "\n", "#### Prior\n", "We assume a Gaussian prior distribution\n", "$$\n", "(a, b, c) \\sim \\mathcal{N}(\\mu, \\Sigma),\n", "$$\n", "\n", "which expresses our belief over the parameters of the latent 2nd degree polynomial.\n", "\n", "#### Likelihood\n", "We assumed a Gaussian noise model of the form $\\varepsilon = (\\varepsilon_a, \\varepsilon_b, \\varepsilon_c) \\sim \\mathcal{N}(0, \\Lambda)$. Therefore the noise corrupted objective evaluated at an action $x$ is distributed as\n", "$$\n", "\\hat{y} = \\hat{f}(x) = \\Phi^\\top \\begin{pmatrix}a + \\varepsilon_a\\\\ b + \\varepsilon_b\\\\ c + \\varepsilon_c\\end{pmatrix} = f(x) + \\Phi^\\top \\varepsilon\n", "$$\n", "\n", "This implies the following Gaussian likelihood defining the observation model.\n", "$$\n", "p(y \\mid a, b, c, x) = \\mathcal{N}\\big(y; f(x), \\Phi^\\top \\Lambda \\Phi\\big)\n", "$$\n", "\n", "#### Posterior\n", "Using the rules of Gaussian inference, we arrive at the posterior distribution\n", "$$\n", "p(a, b, c \\mid x, y) = \\mathcal{N}((a,b,c); m, S),\n", "$$\n", "\n", "where\n", "$$\n", "\\begin{aligned}\n", "m &= \\mu + \\Sigma \\Phi \\big(\\Phi^\\top (\\Sigma + \\Lambda) \\Phi \\big)^{-1}(y - \\Phi^\\top \\mu)\\\\\n", "S &= \\Sigma - \\Sigma \\Phi \\big(\\Phi^\\top (\\Sigma + \\Lambda) \\Phi \\big)^{-1} \\Phi^\\top \\Sigma.\n", "\\end{aligned}\n", "$$\n", "\n", "In the posterior mean for the parameters of $f$ the prior mean $\\mu$ is updated with the difference between the observed function value and the expected function value based on the prior $y - \\Phi^\\top \\mu$. This update to the current mean of the belief is scaled with how uncertain we are about the parameters and what level of noise we expect $\\big(\\Phi^\\top (\\Sigma + \\Lambda) \\Phi \\big)^{-1}$. If the combined uncertainty is small the update term of the mean gets weighted more highly than if the combined uncertainty is large. Similarly for the covariance our prior uncertainty about the parameters $\\Sigma$ is reduced a certain amount in each iteration depending on how certain we are about the parameters and the degree of noise. This Bayesian update therefore combines *what is known* and *what is observed* about the problem." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def belief_update(fun_params, x, y, Lambda=Lambda):\n", " \"\"\"Update the belief over the parameters with an observation.\"\"\"\n", " # Feature vector\n", " x = np.asarray(x).reshape(1, -1)\n", " Phi = np.vstack((0.5 * x ** 2, x, np.ones_like(x)))\n", "\n", " # Mean and covariance\n", " mu = fun_params.mean\n", " Sigma = fun_params.cov\n", "\n", " # Gram matrix\n", " gram = Phi.T @ (Sigma + Lambda) @ Phi\n", "\n", " # Posterior Mean\n", " m = mu + Sigma @ Phi @ np.linalg.solve(gram, y - Phi.T @ mu)\n", "\n", " # Posterior Covariance\n", " S = Sigma - Sigma @ Phi @ np.linalg.solve(gram, Phi.T @ Sigma)\n", "\n", " return rvs.Normal(m, S)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note, for simplicity we assumed the noise level of the data is known. Usually in practice this is not the case. However, one can actually infer the noise level from the data using the probabilistic framework. See the section on [advantages of PN methods](#Advantages-of-a-PN-Method) for more details." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Stopping Criteria\n", "\n", "Finally, we need to decide when to stop. From a probabilistic perspective we should terminate when our uncertainty about the quantity of interest, in this case the minimum, is sufficiently small either in absolute or relative terms. Here, we use the belief over the parameters as a proxy instead since the uncertainty over the minimum is computationally intractable. Our combined uncertainty over the parameters is given as the trace $\\operatorname{tr}(S)$ of the covariance matrix. Additionally, we also make sure a certain computational budget is not exceeded." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "def stopping_criterion(fun_params0, current_iter, maxiter=10 ** 4, tol=10 ** -3):\n", " \"\"\"Convergence criteria.\"\"\"\n", " # Uncertainty over parameters given by the trace of the covariance.\n", " trace_cov = np.trace(fun_params0.cov)\n", " if trace_cov < tol:\n", " return True, \"uncertainty_abstol\"\n", " elif trace_cov < np.linalg.norm(fun_params0.mean, ord=2) ** 2 * tol:\n", " return True, \"uncertainty_reltol\"\n", " # Fixed maximum budget\n", " elif current_iter >= maxiter:\n", " return True, \"maxiter\"\n", " else:\n", " return False, None" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The Algorithm\n", "\n", "Putting all the components together we arrive at the following algorithm." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "def probsolve_qp(\n", " fun,\n", " fun_params0,\n", " policy=explore_exploit_policy,\n", " stopping_criterion=stopping_criterion,\n", " belief_update=belief_update,\n", " callback=None,\n", "):\n", " \"\"\"\n", " Probabilistic 1D Quadratic Optimization.\n", "\n", " PN method solving unconstrained one-dimensional (noisy) quadratic\n", " optimization problems only needing access to function evaluations.\n", "\n", " Parameters\n", " ----------\n", " fun : callable\n", " Objective function to optimize.\n", " fun_params0 : pn.RandomVariable\n", " Prior on the parameters of the objective function.\n", " policy : callable\n", " Policy returning actions.\n", " stopping_criterion : callable\n", " Stopping criterion determining convergence.\n", " belief_update : callable\n", " Inference routine updating the belief over the parameters.\n", " callback : callable\n", " Callback function used to return intermediate quantities of the iteration. Used for plotting.\n", "\n", " Returns\n", " -------\n", " x_opt : float\n", " Estimated minimum of ``f``.\n", " fun_opt : pn.RandomVariable\n", " Belief over the optimal value of the objective function.\n", " fun_params : pn.RandomVariable\n", " Belief over the parameters of the objective function.\n", " info : dict\n", " Additional information about the solve, e.g. convergence.\n", " \"\"\"\n", " # Initialization\n", " iteration = 0\n", "\n", " # Iterate until convergence\n", " while True:\n", "\n", " # Stopping criterion\n", " has_converged, conv_crit = stopping_criterion(fun_params0, iteration)\n", " if has_converged:\n", " break\n", "\n", " # Policy\n", " x = policy(fun_params0)\n", " \n", " # Observation\n", " noise = eps.sample() # for plotting purposes only, this is not available in practice\n", " y = observe(lambda x: fun(x, noise), x)\n", "\n", " # Belief update\n", " fun_params0 = belief_update(fun_params0, x, y)\n", "\n", " # Callback function\n", " if callback is not None:\n", " callback(x, y, fun_params0, noise)\n", "\n", " iteration += 1\n", "\n", " # Belief over optimal function value and optimum\n", " x_opt0 = -fun_params0.mean[1] / fun_params0.mean[0]\n", " fun_opt0 = np.array([0.5 * x_opt0 ** 2, x_opt0, 1]).T @ fun_params0 \n", "\n", " # Information on convergence\n", " info = {\"iter\": iteration, \"conv_crit\": conv_crit}\n", "\n", " return x_opt0, fun_opt0, fun_params0, info" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now solve the problem using our newly implemented probabilistic numerical method. We also use a `callback` function to extract quantities at each iteration for analysis and plotting purposes." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimated optimum: 0.5154 vs. true optimum: 0.5000\n", "Estimated optimal value: 2.7500 ± 0.0042 vs. true optimal value: 2.7500\n", "{'iter': 7285, 'conv_crit': 'uncertainty_reltol'}\n" ] } ], "source": [ "np.random.seed(42)\n", "\n", "# Callback function to return iterates\n", "x_iterates = [None]\n", "y_iterates = [None]\n", "fun_params0_iterates = [fun_params0]\n", "noise_samples = [None]\n", "\n", "\n", "def callback(x, y, fun_params, noise):\n", " x_iterates.append(x)\n", " y_iterates.append(y)\n", " fun_params0_iterates.append(fun_params)\n", " noise_samples.append(noise)\n", "\n", "\n", "# Solve noisy quadratic optimization problem\n", "x_opt_post, fun_opt_post, fun_params_post, info = probsolve_qp(f_hat, fun_params0, callback=callback)\n", "\n", "# Print results\n", "print(f\"Estimated optimum: {x_opt_post:.4f} vs. true optimum: {x_opt:.4f}\")\n", "print(\n", " f\"Estimated optimal value: {fun_opt_post.mean:.4f} \"\n", " + \"\\u00B1\"\n", " + f\" {2 * fun_opt_post.std:.4f} vs. true optimal value: {f(x_opt):.4f}\"\n", ")\n", "print(info)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The PN method iteratively updates the prior belief over the coefficients of the quadratic function based on observations of function values at inputs given by its internal policy. This results in a posterior belief over the parameters (bottom right) and the optimal function value (top right). We also obtain an estimate for the minimum given as $x_* = - \\frac{\\mathbb{E}[b]}{\\mathbb{E}[a]}$ from the posterior distribution over the parameters." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "\"\"\"Animation of 1D stochastic quadratic optimization using a PN method.\"\"\"\n", "\n", "# Animation parameters\n", "total_frames = np.minimum(20, len(x_iterates))\n", "\n", "# Set up figure and axes\n", "fig = plt.figure(figsize=[10, 6])\n", "gs = fig.add_gridspec(ncols=2, nrows=2, width_ratios=[5, 1], height_ratios=[2.5, 1])\n", "\n", "ax00 = fig.add_subplot(gs[0, 0])\n", "ax10 = fig.add_subplot(gs[1, 0], sharex=ax00)\n", "ax01 = fig.add_subplot(gs[0, 1], sharey=ax00)\n", "ax11 = fig.add_subplot(gs[1, 1], projection=\"3d\")\n", "\n", "fig.patch.set_alpha(0.) # set figure background opacity to 0\n", "plt.close()\n", "\n", "# Plot setup\n", "yy = np.linspace(ylim00[0], ylim00[1], 1000)\n", "\n", "def animate(i):\n", " # Clear axes\n", " ax00.cla()\n", " ax10.cla()\n", " ax01.cla()\n", " ax11.cla()\n", "\n", " # Select data\n", " _max_first_iters = 10\n", " if len(x_iterates) > _max_first_iters:\n", " alg_iter_list = np.concatenate(\n", " [np.arange(0, _max_first_iters), \n", " np.round(np.exp(np.linspace(np.log(_max_first_iters), np.log(len(x_iterates) - 1), \n", " total_frames - _max_first_iters))).astype(int)])\n", " else:\n", " alg_iter_list = np.arange(0, len(x_iterates))\n", "\n", " alg_iter = alg_iter_list[i]\n", " x = x_iterates[alg_iter]\n", " y = y_iterates[alg_iter]\n", " fun_params0 = fun_params0_iterates[alg_iter]\n", " noise = noise_samples[alg_iter]\n", "\n", " # Plot objective and noisy evaluations\n", " fun_opt0_mean = fun_opt0(fun_params0, xx).mean\n", " fun_opt0_std = np.sqrt(fun_opt0(fun_params0, xx).var)\n", " x_opt0 = -fun_params0.mean[1] / fun_params0.mean[0]\n", " fun0_pdf = fun_opt0(fun_params0, x_opt0).pdf(yy)\n", " fun0_pdf_max = np.max(fun0_pdf)\n", "\n", " # Function\n", " ax00.plot(xx, f(xx), label=\"$f$\", color=\"C0\")\n", " if i > 0:\n", " ax00.plot(xx, f_hat(xx, noise=noise), label=f\"$\\hat{{f}}_{{{alg_iter}}}$\", alpha=0.2, color=\"C0\")\n", " ax00.plot(xx, fun_opt0_mean, color=\"C1\", label=\"$p(f)$\")\n", " ax00.fill_between(\n", " x=xx,\n", " y1=fun_opt0_mean - 2 * fun_opt0_std,\n", " y2=fun_opt0_mean + 2 * fun_opt0_std,\n", " color=\"C1\",\n", " alpha=0.2,\n", " )\n", " \n", " # Parameters\n", " x_credregion, y_credregion, z_credregion = gaussian_credible_region_3d(mean=fun_params0.mean, \n", " cov=fun_params0.cov)\n", " ax11.plot_surface(x_credregion, y_credregion, z_credregion, color='C1', alpha=0.3, linewidth=1)\n", " ax11.scatter(a, b, c, color='C0')\n", " if i > 0:\n", " ax11.scatter(a + noise[0], b + noise[1], c + noise[2], color=\"C0\", alpha=0.2)\n", " \n", " # Function range\n", " ax01.scatter(ylim10[1] + ylim10[0], f(x_opt), label=\"$\\min f(x)$\")\n", " ax01.hlines(y=f(x_opt), xmin=ylim10[0], xmax=ylim10[1] + ylim10[0], zorder=-1, color=\"C0\")\n", " ax01.plot(ylim10[1] + ylim10[0] - fun0_pdf / fun0_pdf_max, yy, color=\"C1\", label=\"$p(f_*)$\")\n", " ax01.fill_betweenx(\n", " y=yy,\n", " x1=ylim10[1] + ylim10[0] - fun0_pdf / fun0_pdf_max,\n", " x2=ylim10[1] + ylim10[0],\n", " color=\"C1\",\n", " alpha=0.1,\n", " )\n", " ax01.scatter(ylim10[1] + ylim10[0], y, color=\"C3\", marker=\"x\", label=f\"obs. $\\hat{{y}}_{{{alg_iter}}}$\")\n", " ax01.hlines(y=y, xmin=ylim10[0], xmax=ylim10[1] + ylim10[0], zorder=-1, color=\"C0\", alpha=0.2)\n", " \n", " # Domain\n", " ax10.scatter(x_opt, 0, label=\"$\\operatorname{argmin} f(x)$\")\n", " ax10.vlines(x_opt, ymin=0, ymax=ylim10[1], zorder=-1, color=\"C0\")\n", " ax10.scatter(x_opt0, 0, color=\"C1\", label=\"$- \\\\frac{\\\\mathbb{E}[b]}{\\\\mathbb{E}[a]}$\")\n", " ax10.vlines(x_opt0, ymin=0, ymax=ylim10[1], zorder=-1, color=\"C1\")\n", " ax10.scatter(x, 0, color=\"C3\", marker=\"x\", label=f\"action $x_{{{alg_iter}}}$\")\n", " ax10.vlines(x, ymin=0, ymax=ylim10[1], zorder=-1, color=\"C0\", alpha=0.2)\n", "\n", " # Adjust axis visibility, labels and legends\n", " ax00.get_xaxis().set_visible(False)\n", " ax10.get_yaxis().set_visible(False)\n", " ax01.get_yaxis().set_visible(False)\n", " ax01.get_xaxis().set_visible(False)\n", " ax11.get_xaxis().set_ticklabels([])\n", " ax11.get_yaxis().set_ticklabels([])\n", " ax11.get_zaxis().set_ticklabels([])\n", "\n", " ax00.set_ylim(ylim00)\n", " ax00.set_xlim([x_opt - 1, x_opt + 1])\n", " ax10.set_ylim(ylim10)\n", " ax01.set_xlim(ylim10)\n", " ax11.set_xlim([a - 1, a + 1])\n", " ax11.set_ylim([b - 1, b + 1])\n", " ax11.set_zlim([c - 1, c + 1])\n", " ax00.set_ylabel(\"$y$\")\n", " ax10.set_xlabel(\"$x$\")\n", " ax11.set_xlabel(\"$a$\", labelpad=-12)\n", " ax11.set_ylabel(\"$b$\", labelpad=-12)\n", " ax11.set_zlabel(\"$c$\", labelpad=-12)\n", " ax00.legend(loc=\"upper center\")\n", " ax01.legend(loc=\"upper center\", fontsize=10, labelspacing=0)\n", " ax10.legend(loc=\"upper right\", fontsize=10, labelspacing=0)\n", " \n", " fig.tight_layout(h_pad=0, w_pad=0)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from matplotlib import animation\n", "from IPython.display import HTML\n", "\n", "# Animation setup\n", "anim = animation.FuncAnimation(\n", " fig, func=animate, frames=total_frames, interval=1250, repeat_delay=4000, blit=False\n", ")\n", "HTML(anim.to_jshtml())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By stepping through the animation we can see how the uncertainty over the parameters in the bottom right contracts. Depending on which action is taken it contracts differently for the different parameters of the latent quadratic function. Early on the exploration factor of our policy dominates and quite different actions are taken. This quickly reduces the uncertainty about the constant offset $c$. Later during the run of the algorithm as uncertainty about $a$ and $b$ decreases, more observations close to the true minimal function value reinforce the belief over the location of the minimum. We also observe that at convergence there is still uncertainty about the function left. Here a trade-off between learning the parameters and the minimal function value given a certain computational budget needs to be made. Which is more important may depend on the application and also influence the choice of stopping criterion. For example, if we are only interested in learning the optimal function value $f(x_*)$ but not necessarily the location of the minimum $x_*$, we could terminate as soon as $\\operatorname{Var}(f_*)$ is sufficiently small. This would take less observations in this case." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Why not simply solve the problem multiple times and average?**\n", "\n", "Playing devil's advocate one might suggest that little was gained using a probabilistic numerical method versus simply querying the noisy problem $3 k$ times to obtain $k$ noisy estimates for the minimum. We can then obtain an empirical estimate for the mean and variance of the minimum. However, this naive approach quickly becomes computationally infeasible for the $n$-dimensional case. To obtain just a single sample estimate for the minimum, we would have to obtain a noisy sample of the parameters. This requires us to evaluate $f$ quadratically often in the dimensionality $n$ of the parameters.\n", "\n", "While the PN method also relies on observations about the problem these are guided by a policy which selects informative samples based on the current model. Further, the estimate of the minimum is a compromise between the observations and our prior knowledge about the problem. This regularizes the result which is particularly important for a small computational budget relative to the noise level." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Advantages of PN Methods\n", "\n", "Probabilistic numerical methods have a number of advantages over classical methods, some of which we outline here. For a more exhaustive list, see the [values of the probabilistic approach](../introduction/probabilistic_numerics.rst#value-of-a-probabilistic-approach).\n", "\n", "As we have just seen, the probabilistic inference framework naturally handles stochastic observations of the problem to be solved. Also one can encode more prior knowledge beyond just a guess for the solution of the numerical problem by specifying the degree of certainty in this initial guess." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### New Interpretation of Classic Methods\n", "\n", "In the noise-free case, where $\\Lambda \\rightarrow 0$, we converge in three iterations. This means our probabilistic numerical method recovers the strategy we proposed for the exact case at the very beginning, where we evaluate the function $f$ three times to obtain the parameters $a, b$ and $c$ and then simply return $x_* = -\\frac{b}{a}$. Thus the PN approach offers a new interpretation for this straightforward classic approach as an inference procedure where observations are taken to be exact." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "# Solve exact quadratic optimization problem\n", "x_exact, fun_opt_exact, fun_params_exact, info_exact = probsolve_qp(\n", " lambda x, noise: f(x), # exact objective\n", " fun_params0, # same prior\n", " belief_update=lambda p, x, y: belief_update(p, x, y, Lambda=10**-16 * np.eye(3)) # assume no noise\n", ")" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimated optimum: 0.5000 vs. true optimum: 0.5000\n", "Estimated optimal value: 2.7500 ± 0.0000 vs. true optimal value: 2.7500\n", "{'iter': 3, 'conv_crit': 'uncertainty_abstol'}\n" ] } ], "source": [ "print(f\"Estimated optimum: {x_exact:.4f} vs. true optimum: {x_opt:.4f}\")\n", "print(\n", " f\"Estimated optimal value: {fun_opt_exact.mean:.4f} \"\n", " + \"\\u00B1\"\n", " + f\" {2 * fun_opt_exact.std:.4f} vs. true optimal value: {f(x_opt):.4f}\"\n", ")\n", "print(info_exact)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Hyperparameter Optimization\n", "\n", "In this simple example, we conveniently assumed the noise level $\\Lambda$ to be known, which in practice it is often not. However using the probabilistic framework we can learn the noise level from the data by maximizing the model evidence. This is an example of a more general advantage of PN methods. They often provide a principled, automatic way to set degrees of freedom, i.e. parameters of a numerical method, based on observations of the problem." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Mutually Related Problems\n", "\n", "When solving multiple mutually related problems of the same type, the PN approach can provide a way to transfer information between them. In our case, suppose we are to solve a new quadratic optimization problem with objective $\\hat{g}(x) \\approx \\hat{f}(x)$. We could then use the posterior of a previous solution as a prior for the new problem. Depending on the degree of similarity between $\\hat{g}$ and $\\hat{f}$, this can speed up the solution considerably. In machine learning lingo, this can be seen as a form of *transfer learning*." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "# Quadratic objective with slightly different parameters\n", "a_g = a + 0.2\n", "b_g = b - 0.02\n", "c_g = 1.01 * c\n", "\n", "def g_hat(x, noise=None):\n", " if noise is None:\n", " noise = eps.sample()\n", " return 0.5 * (a_g + noise[0]) * x ** 2 + (b_g + noise[1]) * x + c_g + noise[2]\n", "\n", "# Construct new prior from previous problem (with increased prior uncertainty)\n", "fun_params0_g = rvs.Normal(mean=fun_params_post.mean, cov=10 * fun_params_post.cov)\n", "\n", "# Solve with posterior from previous problem as prior\n", "x_opt_g_post, fun_opt_g_post, fun_params_g_post, info_g = probsolve_qp(g_hat, fun_params0_g)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimated optimum: 0.4653 vs. true optimum: 0.4636\n", "Estimated optimal value: 2.7879 ± 0.0049 vs. true optimal value: 2.7935\n", "{'iter': 4225, 'conv_crit': 'uncertainty_reltol'}\n" ] } ], "source": [ "# Print results\n", "x_opt_g = - b_g / a_g\n", "print(f\"Estimated optimum: {x_opt_g_post:.4f} vs. true optimum: {x_opt_g:.4f}\")\n", "print(\n", " f\"Estimated optimal value: {fun_opt_g_post.mean:.4f} \"\n", " + \"\\u00B1\"\n", " + f\" {2 * fun_opt_g_post.std:.4f} vs. true optimal value: {g_hat(x_opt_g, noise=np.zeros(3)):.4f}\"\n", ")\n", "print(info_g)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We only take a fraction of the iterations on this problem compared to the first." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "0.579958819492107" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "info_g[\"iter\"] / info[\"iter\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also transfer information between noisy problems in a different way. If we know that the additive noise between two different problems arises via the same process, it is then sensible to choose the initial noise level $\\Lambda$ as the learned value from the previous problem." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Connections to other Concepts\n", "\n", "For those familiar with probabilistic inference, many of the presented concepts might be familiar. In fact there are very close connections between this example and various concepts from statistics and machine learning. \n", "\n", "### GP Regression\n", "\n", "The inference procedure described here is an example of Gaussian process regression with a polynomial kernel. The prior over the parameters corresponds to the weight-space view, whereas the induced prior over the function $f$ corresponds to the function space view.\n", "\n", "### Bayesian Optimization\n", "\n", "Bayesian Optimization is a global optimization technique often applied to black-box functions which are expensive to evaluate. Such methods are probabilistic numerical methods and the example presented here can be viewed as a special case of Bayesian Optimization with a Gaussian process surrogate. Some philosophical differences are that the objective is comparatively cheap to evaluate in the quadratic case and that for a low level routine, such as quadratic 1D optimization, only computationally inexpensive policies are possible.\n", "\n", "### Probabilistic Linear Solvers\n", "\n", "Solving a convex quadratic optimization problem of the form \n", "$$\n", "\\min_{x \\in \\mathbb{R}^n}\\frac{1}{2}x^\\top A x + b^\\top x + c\n", "$$\n", "\n", "for a symmetric positive definite matrix $A$ is equivalent to solving the linear system $Ax=-b$. Analogously, there are parallels between this example and a 1D version of a [probabilistic linear solver](../automod/probnum.linalg.problinsolve.rst#probnum.linalg.problinsolve), if one assumes that the (noisy) gradient can be evaluated as well.\n", "\n", "---\n", "\n", "**Implementation in ProbNum**\n", "\n", "Interested in how this method would be implemented as part of ProbNum's codebase? Check out the development guide outlining how to [add a PN method to ProbNum](../development/implementing_a_probnum_method.ipynb).\n", "\n", "---\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you want to try out this tutorial for yourself, you can download the notebook from the\n", "[GitHub repository](https://github.com/probabilistic-numerics/probnum/tree/master/docs/source/tutorials)." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.7" }, "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": 1 }