{ "cells": [ { "cell_type": "markdown", "id": "7fb27b941602401d91542211134fc71a", "metadata": {}, "source": [ "# Multiple Constraint Examples\n", "\n", "This notebook demonstrates how to combine multiple constraints in `tmg_hmc`. Each call to `add_constraint` adds an independent constraint of the form:\n", "\n", "$$\\mathbf{x}^\\top A \\mathbf{x} + \\mathbf{f}^\\top \\mathbf{x} + c \\geq 0$$\n", "\n", "When multiple constraints are present, the sampler requires **all** of them to be satisfied simultaneously, effectively truncating the Gaussian to the intersection of the constraint regions. Each constraint is handled independently during the HMC trajectory. The sampler detects which constraint boundary is hit first and reflects the momentum accordingly.\n", "\n", "## Setup\n", "\n", "Install notebook dependencies if needed:\n", "```bash\n", "pip install tmg_hmc[examples]\n", "```" ] }, { "cell_type": "code", "execution_count": 1, "id": "acae54e37e7d407bbb7b55eff062a284", "metadata": {}, "outputs": [], "source": [ "from tmg_hmc import TMGSampler\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "# Set seed for reproducibility\n", "np.random.seed(42)" ] }, { "cell_type": "markdown", "id": "9a63283cbaf04dbcab1f6479b197f3a8", "metadata": {}, "source": [ "## Pinched Quadratic\n", "\n", "We sample from $\\mathcal{N}([1, 0]^\\top, \\Sigma)$ constrained to the region between two parabolas:\n", "\n", "**Constraint 1:** $x_2 \\leq x_1^2 + 0.5$, specified as $\\mathbf{x}^\\top A_1 \\mathbf{x} + \\mathbf{f}_1^\\top \\mathbf{x} + c_1 \\geq 0$ with:\n", "$$A_1 = \\begin{pmatrix} 1 & 0 \\\\ 0 & 0 \\end{pmatrix}, \\quad \\mathbf{f}_1 = \\begin{pmatrix} 0 \\\\ -1 \\end{pmatrix}, \\quad c_1 = 0.5$$\n", "\n", "**Constraint 2:** $x_1 \\leq x_2^2$, specified with:\n", "$$A_2 = \\begin{pmatrix} 0 & 0 \\\\ 0 & 1 \\end{pmatrix}, \\quad \\mathbf{f}_2 = \\begin{pmatrix} -1 \\\\ 0 \\end{pmatrix}, \\quad c_2 = 0$$\n", "\n", "Both constraints have non-zero $A$ and $\\mathbf{f}$, and the non-zero mean $\\boldsymbol{\\mu} = [1, 0]^\\top$ introduces additional linear terms after transformation, so both are inferred as `QuadraticConstraint`s. The feasible region is the area below the first parabola and to the left of the second, creating a narrow, pinched region between the parabolas. To further illustrate the effect of the truncations, we plot the untruncated mean and 1 and 2 $\\sigma$ ellipsoids of the untruncated Gaussian in red.\n", "\n", "This highlights one of the benefits of HMC style samplers, they are able to effectively mix even in tightly constrained regions like the pinched neck in this example." ] }, { "cell_type": "code", "execution_count": 2, "id": "8dd0d8092fe74a7c96281538738b07e2", "metadata": {}, "outputs": [], "source": [ "mu = np.array([1, 0])\n", "sigma = np.array([[1.0, -0.2], [-0.2, 1.0]])\n", "\n", "sampler = TMGSampler(mu, sigma, gpu=False)\n", "\n", "# Constraint 1: x1^2 - x2 + 0.5 >= 0 => x2 <= x1^2 + 0.5\n", "sampler.add_constraint(\n", " A=np.array([[1.0, 0], [0, 0]]),\n", " f=np.array([0, -1.0]),\n", " c=0.5,\n", " sparse=True,\n", " compiled=True,\n", ")\n", "\n", "# Constraint 2: x2^2 - x1 >= 0 => x1 <= x2^2\n", "sampler.add_constraint(\n", " A=np.array([[0, 0], [0, 1.0]]),\n", " f=np.array([-1.0, 0]),\n", " c=0,\n", " sparse=True,\n", " compiled=True,\n", ")\n", "\n", "# Initial point must satisfy both constraints:\n", "# x2 = 0 <= (-1)^2 + 0.5 = 1.5 ✓ and x1 = -1 <= 0^2 = 0 ✓\n", "x0 = np.array([-1, 0]).reshape(-1, 1)\n", "samples = sampler.sample(x0, 10000, 100)" ] }, { "cell_type": "code", "execution_count": 3, "id": "72eea5119410473aa328ad9291626812", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Compute 1-sigma and 2-sigma ellipses of the untruncated distribution\n", "theta = np.linspace(0, 2 * np.pi, 100)\n", "ellipse = np.array(\n", " [\n", " np.linalg.cholesky(sigma).T @ np.array([np.cos(t), np.sin(t)]).reshape(-1, 1)\n", " + mu.reshape(-1, 1)\n", " for t in theta\n", " ]\n", ")\n", "ellipse2 = np.array(\n", " [\n", " 2\n", " * np.linalg.cholesky(sigma).T\n", " @ np.array([np.cos(t), np.sin(t)]).reshape(-1, 1)\n", " + mu.reshape(-1, 1)\n", " for t in theta\n", " ]\n", ")\n", "\n", "# Show two panels: full view and zoomed in to the feasible region\n", "fig, axs = plt.subplots(1, 2, figsize=(12, 5))\n", "x = np.linspace(-2, 2, 100)\n", "for i, ax in enumerate(axs):\n", " ax.scatter(samples[:, 0], samples[:, 1], alpha=0.5)\n", " ax.scatter(x0[0], x0[1], color=\"k\", marker=\"x\", label=\"Start point\")\n", " # Constraint boundaries\n", " ax.plot(x, x**2 + 0.5, color=\"black\", linestyle=\"--\", label=\"Constraints\")\n", " ax.plot(x**2, x, color=\"black\", linestyle=\"--\")\n", " ax.scatter(mu[0], mu[1], color=\"red\", label=\"Untruncated Mean\")\n", " ax.plot(\n", " ellipse[:, 0],\n", " ellipse[:, 1],\n", " color=\"red\",\n", " linestyle=\"--\",\n", " label=r\"1$\\sigma$ Ellipse\",\n", " )\n", " ax.plot(\n", " ellipse2[:, 0],\n", " ellipse2[:, 1],\n", " color=\"red\",\n", " linestyle=\":\",\n", " label=r\"2$\\sigma$ Ellipse\",\n", " )\n", " ax.set_xlabel(\"$x_1$\")\n", " ax.set_ylabel(\"$x_2$\")\n", "axs[0].legend()\n", "# Zoom in on the feasible region\n", "axs[1].set_xlim(-1.5, 1.5)\n", "axs[1].set_ylim(-1.5, 1.5)\n", "axs[0].set_title(\"Full View\")\n", "axs[1].set_title(\"Zoomed In on Pinched Region\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "8edb47106e1a46a883d545849b8ab81b", "metadata": {}, "source": [ "## Fully Constrained\n", "\n", "We sample from $\\mathcal{N}(\\mathbf{0}, \\Sigma)$ constrained by a mix of one quadratic and two linear constraints that together define a bounded, asymmetric feasible region:\n", "\n", "**Constraint 1:** $x_2 \\leq x_1^2 + 1.5$ (quadratic upper boundary), specified with:\n", "$$A_1 = \\begin{pmatrix} 1 & 0 \\\\ 0 & 0 \\end{pmatrix}, \\quad \\mathbf{f}_1 = \\begin{pmatrix} 0 \\\\ -1 \\end{pmatrix}, \\quad c_1 = 1.5$$\n", "\n", "**Constraint 2:** $|x_1| \\leq 2$ (vertical bounds), specified with:\n", "$$A_2 = -\\begin{pmatrix} 1 & 0 \\\\ 0 & 0 \\end{pmatrix}, \\quad c_2 = 4$$\n", "\n", "**Constraint 3:** $x_2 \\geq -2$ (horizontal lower bound), specified with:\n", "$$\\mathbf{f}_3 = \\begin{pmatrix} 0 \\\\ 1 \\end{pmatrix}, \\quad c_3 = 2$$\n", "\n", "Since $\\boldsymbol{\\mu} = \\mathbf{0}$ and $S = \\Sigma^{1/2}$, constraints 1 and 2 become `QuadraticConstraint` and `SimpleQuadraticConstraint` respectively in the transformed space, and constraint 3 becomes a `LinearConstraint`. This example illustrates how different constraint types can be combined freely." ] }, { "cell_type": "code", "execution_count": 4, "id": "10185d26023b46108eb7d9f57d49d2b3", "metadata": {}, "outputs": [], "source": [ "mu = np.array([0.0, 0.0]).reshape(-1, 1)\n", "sigma = 2 * np.array([[1.0, 0.6], [0.6, 1.0]])\n", "sampler = TMGSampler(mu, sigma, gpu=False)\n", "\n", "# Constraint 1: x1^2 - x2 + 1.5 >= 0 => x2 <= x1^2 + 1.5\n", "sampler.add_constraint(\n", " A=np.array([[1.0, 0], [0, 0.0]]),\n", " f=np.array([0.0, -1.0]),\n", " c=1.5,\n", " sparse=True,\n", " compiled=True,\n", ")\n", "\n", "# Constraint 2: -x1^2 + 4 >= 0 => |x1| <= 2\n", "sampler.add_constraint(A=-np.array([[1.0, 0], [0, 0]]), c=4, sparse=True, compiled=True)\n", "\n", "# Constraint 3: x2 + 2 >= 0 => x2 >= -2\n", "sampler.add_constraint(f=np.array([0.0, 1.0]), c=2, sparse=True, compiled=True)\n", "\n", "# Initial point satisfies all three constraints:\n", "# 0 <= (-1)^2 + 1.5 = 2.5 ✓ and |-1| <= 2 ✓ and 0 >= -2 ✓\n", "x0 = np.array([-1, 0]).reshape(-1, 1)\n", "samples = sampler.sample(x0, 1000, 100)" ] }, { "cell_type": "code", "execution_count": 5, "id": "8763a12b2bbd4a93a75aff182afb95dc", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Compute 1-sigma and 2-sigma ellipses of the untruncated distribution\n", "theta = np.linspace(0, 2 * np.pi, 100)\n", "scale = np.linalg.cholesky(sigma)\n", "ellipse = np.array(\n", " [scale @ np.array([np.cos(t), np.sin(t)]).reshape(-1, 1) + mu for t in theta]\n", ")\n", "ellipse2 = np.array(\n", " [2 * scale @ np.array([np.cos(t), np.sin(t)]).reshape(-1, 1) + mu for t in theta]\n", ")\n", "\n", "fig, ax = plt.subplots()\n", "ax.scatter(samples[:, 0], samples[:, 1], alpha=0.5)\n", "ax.scatter(x0[0], x0[1], color=\"k\", marker=\"x\", label=\"Start point\")\n", "\n", "# Plot all three constraint boundaries\n", "x = np.linspace(-3, 6, 100)\n", "ax.plot(x, x**2 + 1.5, color=\"black\", linestyle=\"--\", label=\"Constraints\") # parabola\n", "ax.plot(2 * np.ones_like(x), x, color=\"black\", linestyle=\"--\") # x1 = 2\n", "ax.plot(-2 * np.ones_like(x), x, color=\"black\", linestyle=\"--\") # x1 = -2\n", "ax.plot(x, -2 * np.ones_like(x), color=\"black\", linestyle=\"--\") # x2 = -2\n", "\n", "ax.scatter(mu[0], mu[1], color=\"red\", label=\"Untruncated Mean\")\n", "ax.plot(\n", " ellipse[:, 0],\n", " ellipse[:, 1],\n", " color=\"red\",\n", " linestyle=\"--\",\n", " label=r\"1$\\sigma$ Ellipse\",\n", ")\n", "ax.plot(\n", " ellipse2[:, 0],\n", " ellipse2[:, 1],\n", " color=\"red\",\n", " linestyle=\":\",\n", " label=r\"2$\\sigma$ Ellipse\",\n", ")\n", "ax.set_xlabel(\"$x_1$\")\n", "ax.set_ylabel(\"$x_2$\")\n", "ax.legend()\n", "ax.set_xlim(-3, 3)\n", "ax.set_ylim(-3, 6)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "e13102b8", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "joss", "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": "3.14.4" } }, "nbformat": 4, "nbformat_minor": 5 }