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| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "id": "c3913bef", | |
| "metadata": {}, | |
| "source": [ | |
| "# Rejection sampling for orbital parameters with *Gaia* astrometry\n", | |
| "\n", | |
| "This notebook implements a minimal rejection sampling path for inferring Keplerian orbital parameters given *Gaia* along-scan astrometry. This uses the trick from *The Joker* to analytically marginalize over linear parameters using wide Gaussian priors on the linear parameters. \n", | |
| "\n", | |
| "For astrometric orbit fitting, the along-scan position model is:\n", | |
| "\n", | |
| "$$\n", | |
| "y_\\text{AL}(t) = \\underbrace{\\alpha_0 \\cos\\psi + \\delta_0 \\sin\\psi}_{\\text{reference position at }t_\\text{ref}} \n", | |
| "+ \\underbrace{(\\mu_\\alpha \\cos\\psi + \\mu_\\delta \\sin\\psi)(t - t_\\text{ref})}_{\\text{proper motion}}\n", | |
| "+ \\underbrace{\\varpi \\cdot H_\\varpi(t)}_{\\text{parallax}}\n", | |
| "+ \\underbrace{(A \\sin\\psi + B \\cos\\psi) \\cos f + (F \\sin\\psi + G \\cos\\psi) \\sin f}_{\\text{Thiele-Innes orbital motion}}\n", | |
| "$$\n", | |
| "\n", | |
| "where:\n", | |
| "- $\\psi$ is the scan angle, provided by *Gaia* for each epoch,\n", | |
| "- $f$ is the true anomaly (depends on period $P$, eccentricity $e$, time of pericenter $t_\\text{peri}$),\n", | |
| "- $A, B, F, G$ are the Thiele-Innes constants\n", | |
| "- $H_\\varpi(t)$ is the parallax factor at time $t$, provided by *Gaia* for each epoch, \n", | |
| "- $\\alpha_0, \\delta_0, \\mu_\\alpha, \\mu_\\delta, \\varpi$ are the standard 5-parameter astrometric solution, where $\\mu_\\alpha$ is the proper motion in right ascension multiplied by $\\cos\\delta$.\n", | |
| "\n", | |
| "We work in normalized Thiele-Innes constants ($\\tilde{A}$, etc.) in which the semi-major axis $a$ is factored out. Our model then looks like: \n", | |
| "$$\n", | |
| "y_\\text{AL}(t) = \\alpha_0 \\cos\\psi + \\delta_0 \\sin\\psi\n", | |
| "+ (\\mu_\\alpha \\cos\\psi + \\mu_\\delta \\sin\\psi)(t - t_\\text{ref})\n", | |
| "+ \\varpi \\cdot H_\\varpi(t)\n", | |
| "+ a \\, \\left[(\\tilde{A} \\sin\\psi + \\tilde{B} \\cos\\psi) \\cos f + (\\tilde{F} \\sin\\psi + \\tilde{G} \\cos\\psi) \\sin f\\right]\n", | |
| "$$\n", | |
| "\n", | |
| "From experimentation, I have found that treating the orientation angles (inclination $i$, argument of pericenter $\\omega$, longitude of ascending node $\\Omega$) as nonlinear parameters (i.e. sampled explicitly) works better than treating Thiele-Innes constants as linear parameters because the priors are separable in the angles (and not in the Thiele-Innes constants). This also means that the parallax and semi-major axis (which are often well constrained) are treated as linear parameters, so they don't hurt the rejection sampling acceptance ratio.\n", | |
| "\n", | |
| "In this version of the model, $[\\alpha_0, \\delta_0, \\mu_\\alpha, \\mu_\\delta, \\varpi, a]$ are the linear parameters and marginalized analytically, while $[P, e, t_\\text{peri}, \\cos{i}, \\omega, \\Omega]$ are sampled directly (referred to as the \"nonlinear parameters\").\n", | |
| "\n", | |
| "We sample the nonlinear parameters from their priors and analytically marginalize over the linear parameters using the `MarginalizedLinear` implementation in `numpyro-ext`. One row $j$ of the relevant design matrix for a given sample $k$ of the nonlinear parameters is:\n", | |
| "$$\n", | |
| "\\mathbf{X}_j = \\begin{bmatrix}\n", | |
| " \\cos\\psi_j & \\sin\\psi_j & \n", | |
| " \\cos\\psi_j \\, (t_j - t_\\text{ref}) & \\sin\\psi_j \\, (t_j - t_\\text{ref}) & \n", | |
| " H_\\varpi(t_j) & \n", | |
| " (\\tilde{A}_k \\sin\\psi_j + \\tilde{B}_k \\cos\\psi_j) \\cos f_j + (\\tilde{F}_k \\sin\\psi_j + \\tilde{G}_k \\cos\\psi_j) \\sin f_j\n", | |
| "\\end{bmatrix}\n", | |
| "$$" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "id": "beed7b7a", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "import arviz as az\n", | |
| "import jax\n", | |
| "import jax.random as jr\n", | |
| "import matplotlib.pyplot as plt\n", | |
| "import numpy as np\n", | |
| "import numpyro\n", | |
| "import numpyro.distributions as dist\n", | |
| "import quaxed.numpy as jnp\n", | |
| "from jaxoplanet.core.kepler import kepler\n", | |
| "from numpyro_ext.distributions import MarginalizedLinear\n", | |
| "from unxt import Quantity, ustrip\n", | |
| "\n", | |
| "from epochalypse.kepler import compute_true_anomaly_components\n", | |
| "\n", | |
| "from simulate import simulate_gaia_epoch_astrometry\n", | |
| "\n", | |
| "from rejection_sampler_six_nonlinear import (\n", | |
| " get_astrometry_design_matrix,\n", | |
| " get_priors,\n", | |
| " rejection_sample,\n", | |
| " sample_linear_parameters,\n", | |
| " LINEAR_COLNAMES as colnames,\n", | |
| ")\n", | |
| "\n", | |
| "jax.config.update(\"jax_enable_x64\", True)\n", | |
| "# numpyro.set_host_device_count(4)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "8b2c77a9", | |
| "metadata": {}, | |
| "source": [ | |
| "## Generate Simulated Data\n", | |
| "\n", | |
| "Create synthetic *Gaia*-like epoch astrometry for a star + nonluminous companion." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "id": "34ef8e6f", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "Array(0.07636754, dtype=float64, weak_type=True)" | |
| ] | |
| }, | |
| "execution_count": 2, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "dist_pc = 50.0 # pc\n", | |
| "plx_mas = 1000.0 / dist_pc # mas\n", | |
| "a_sun_jup = Quantity(2.0, \"au\") * ustrip(\"\", Quantity(2.0, \"Mjup / Msun\"))\n", | |
| "a_sun_jup_mas = ustrip(\n", | |
| " \"mas\", Quantity(ustrip(\"\", (a_sun_jup / Quantity(dist_pc, \"pc\"))), \"rad\")\n", | |
| ")\n", | |
| "a_sun_jup_mas" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "id": "5c75b8c6", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "\n", | |
| "True orbital parameters:\n", | |
| " period: Quantity['time'](3., unit='yr')\n", | |
| " eccentricity: 0.12720533691487862\n", | |
| " semimajor_axis: Quantity['angle'](0.07636754, unit='mas')\n", | |
| " t_peri: Quantity['time'](0., unit='d')\n", | |
| " alpha0: Quantity['angle'](0., unit='rad')\n", | |
| " delta0: Quantity['angle'](0., unit='rad')\n", | |
| " mu_alpha: Quantity['angular frequency'](46.57186358, unit='mas / yr')\n", | |
| " mu_delta: Quantity['angular frequency'](7.21410364, unit='mas / yr')\n", | |
| " parallax: Quantity['angle'](20., unit='mas')\n", | |
| " A: Quantity['angle'](-0.01395295, unit='mas')\n", | |
| " B: Quantity['angle'](0.04472852, unit='mas')\n", | |
| " F: Quantity['angle'](0.04790724, unit='mas')\n", | |
| " G: Quantity['angle'](0.05253237, unit='mas')\n", | |
| " arg_peri: Quantity['angle'](5.14542727, unit='rad')\n", | |
| " lon_asc_node: Quantity['angle'](1.05554948, unit='rad')\n", | |
| " inclination: Quantity['angle'](2.08645417, unit='rad')\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "N = 50\n", | |
| "data = simulate_gaia_epoch_astrometry(\n", | |
| " seed=12345,\n", | |
| " n_obs=N,\n", | |
| " # semimajor_axis=Quantity(10, \"mas\"), # 0.1 AU at 100 pc, which is huge!\n", | |
| " semimajor_axis=Quantity(a_sun_jup_mas, \"mas\"),\n", | |
| " period=Quantity(3.0, \"yr\"),\n", | |
| " parallax=Quantity(plx_mas, \"mas\"),\n", | |
| " al_error=Quantity(np.full(N, 0.1), \"mas\"), # 100 µas??\n", | |
| " t_ref=Quantity(0.0, \"day\"),\n", | |
| " t_peri=Quantity(0.0, \"day\"),\n", | |
| ")\n", | |
| "\n", | |
| "print(f\"\\nTrue orbital parameters:\")\n", | |
| "for k, v in data[\"true_params\"].items():\n", | |
| " print(f\" {k}: {v}\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "id": "4e3f1720", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "Text(0.5, 1.0, 'Simulated epoch astrometry')" | |
| ] | |
| }, | |
| "execution_count": 4, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 432x360 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "image/png": { | |
| "height": 368, | |
| "width": 440 | |
| } | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "fig, ax = plt.subplots(figsize=(6, 5))\n", | |
| "\n", | |
| "ax.errorbar(\n", | |
| " ustrip(\"day\", data[\"times\"]),\n", | |
| " ustrip(\"mas\", data[\"y_al\"]),\n", | |
| " yerr=ustrip(\"mas\", data[\"y_al_error\"]),\n", | |
| " fmt=\"o\",\n", | |
| " markersize=3,\n", | |
| " alpha=0.7,\n", | |
| ")\n", | |
| "ax.set_xlabel(\"Time [days]\")\n", | |
| "ax.set_ylabel(\"Along-scan position [mas]\")\n", | |
| "ax.set_title(\"Simulated epoch astrometry\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "44121a50", | |
| "metadata": {}, | |
| "source": [ | |
| "## Rejection sampling\n", | |
| "\n", | |
| "As with *The Joker*, we:\n", | |
| "\n", | |
| "1. Generate many sampels from the prior over nonlienar parameters -- here, those are: $(P, e, t_\\text{peri})$\n", | |
| "2. Compute the marginalized likelihood for each sample (this is fast because linear params are marginalized)\n", | |
| "3. Rejection sample using the marginalized likelihoods" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "id": "b191fda0", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Running rejection sampling...\n", | |
| "Elapsed time: 1.75 s\n", | |
| "4178 returned samples\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "# Run rejection sampling\n", | |
| "import time\n", | |
| "\n", | |
| "print(\"Running rejection sampling...\")\n", | |
| "t0 = time.time()\n", | |
| "key = jr.PRNGKey(42)\n", | |
| "\n", | |
| "# # Create priors with narrowed period range around truth for this demo\n", | |
| "# true_log_P = float(jnp.log10(ustrip(\"day\", data[\"true_params\"][\"period\"])))\n", | |
| "# priors = get_priors(\n", | |
| "# log_period_bounds=(true_log_P - 0.5, true_log_P + 0.5),\n", | |
| "# linear_prior_scale=100.0,\n", | |
| "# )\n", | |
| "\n", | |
| "priors = get_priors(\n", | |
| " log_period_bounds=(1.0, 4.5),\n", | |
| " linear_prior_scale=100.0,\n", | |
| ")\n", | |
| "\n", | |
| "accepted_samples, log_likelihoods = rejection_sample(\n", | |
| " key, data, priors=priors, n_prior_samples=1_000_000, batch_size=500_000\n", | |
| ")\n", | |
| "n_accepted = len(accepted_samples[\"log_period\"])\n", | |
| "elapsed = time.time() - t0\n", | |
| "print(f\"Elapsed time: {elapsed:.2f} s\")\n", | |
| "\n", | |
| "print(f\"{n_accepted} returned samples\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "id": "6e94fc29", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Max log-lik: 2.37\n", | |
| "Median log-lik: -8.57\n", | |
| "Dynamic range: 12.38\n" | |
| ] | |
| }, | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "/var/folders/67/2zgxpmyd2z183j4k6r33nf740000gr/T/ipykernel_86812/3444187577.py:24: UserWarning: The figure layout has changed to tight\n", | |
| " plt.tight_layout()\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 864x288 with 2 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "image/png": { | |
| "height": 281, | |
| "width": 856 | |
| } | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "# Look at the log-likelihood distribution\n", | |
| "log_liks = np.asarray(log_likelihoods)\n", | |
| "log_liks_finite = log_liks[np.isfinite(log_liks)]\n", | |
| "\n", | |
| "fig, axes = plt.subplots(1, 2, figsize=(12, 4))\n", | |
| "\n", | |
| "ax = axes[0]\n", | |
| "ax.hist(log_liks_finite, bins=100)\n", | |
| "ax.set_xlabel(\"log-likelihood\")\n", | |
| "ax.set_ylabel(\"count\")\n", | |
| "ax.axvline(log_liks_finite.max(), color=\"r\", label=f\"max = {log_liks_finite.max():.1f}\")\n", | |
| "ax.legend()\n", | |
| "ax.set_yscale(\"log\")\n", | |
| "\n", | |
| "ax = axes[1]\n", | |
| "# Look at the weights\n", | |
| "weights = np.exp(log_liks_finite - log_liks_finite.max())\n", | |
| "ax.hist(np.log10(weights + 1e-300), bins=100)\n", | |
| "ax.set_xlabel(\"log10(weight)\")\n", | |
| "ax.set_ylabel(\"count\")\n", | |
| "ax.set_yscale(\"log\")\n", | |
| "plt.tight_layout()\n", | |
| "\n", | |
| "print(f\"Max log-lik: {log_liks_finite.max():.2f}\")\n", | |
| "print(f\"Median log-lik: {np.median(log_liks_finite):.2f}\")\n", | |
| "print(f\"Dynamic range: {log_liks_finite.max() - log_liks_finite.min():.2f}\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 8, | |
| "id": "75a5f1c7", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "{'arg_peri': array([3.21576831, 3.70342766, 3.26932452, ..., 5.12797088, 2.76957614,\n", | |
| " 1.9872106 ], shape=(4178,)),\n", | |
| " 'cos_i': array([-0.40107011, -0.21936119, -0.68404425, ..., 0.49749893,\n", | |
| " -0.46581859, 0.10717851], shape=(4178,)),\n", | |
| " 'eccentricity': array([0.18339295, 0.08239368, 0.09734929, ..., 0.01879003, 0.70401182,\n", | |
| " 0.53597622], shape=(4178,)),\n", | |
| " 'log_period': array([4.42970531, 3.02486212, 4.46097336, ..., 4.46697795, 4.25807064,\n", | |
| " 3.7812081 ], shape=(4178,)),\n", | |
| " 'lon_asc_node': array([3.67896565, 0.71194772, 0.09432802, ..., 1.30880126, 0.70323671,\n", | |
| " 1.49606388], shape=(4178,)),\n", | |
| " 'phase_peri': array([0.13916149, 0.88375519, 0.02171498, ..., 0.42772053, 0.49798676,\n", | |
| " 0.50874793], shape=(4178,))}" | |
| ] | |
| }, | |
| "execution_count": 8, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "accepted_samples" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 11, | |
| "id": "a0257938", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "period = 10 ** accepted_samples[\"log_period\"]\n", | |
| "transformed_samples = {\n", | |
| " # \"period\": period,\n", | |
| " \"log_period\": accepted_samples[\"log_period\"],\n", | |
| " \"eccentricity\": accepted_samples[\"eccentricity\"],\n", | |
| " \"cos_i\": accepted_samples[\"cos_i\"],\n", | |
| " \"arg_peri\": accepted_samples[\"arg_peri\"],\n", | |
| " \"lon_asc_node\": accepted_samples[\"lon_asc_node\"],\n", | |
| " \"phase_peri\": accepted_samples[\"phase_peri\"],\n", | |
| "}\n", | |
| "# transformed_samples[\"t_peri\"] = period * accepted_samples[\"phase_peri\"]" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 15, | |
| "id": "cb1ac90c", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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7e+RXwL/xxhsl35f/2jve8Y5OjzUq+WO5gLD55pu3+3PRHj+qZYu1oc5f8z5/ogFQuQrD9mibH+F+hL7xbz2C/QjpC9uux3ap0L3UmvZxrnit2P2jsPq/M8uY5Cxfvjw7X26t99a6CPQFhZPCYjkCbfQBAAAAAKBvq6gAP9rl94Rhw4aliy66KN14443pkksuSZtttlm7P7v33ns3BVaxLn0p+a+NGzeu02ONNeqfeuqpNlv2F7ZiPvPMM9NXv/rV9POf/7zF67Hmdf4SBVAo13K9VFU3va8wbM9tFwb7bW3nB/FTp05tti/C4lyVf6l166+//vqmSvk4RrE179srPhvnOemkk/y9pZQmTZrU4hppow8AAAAAAH1bRQX4//u//5sqTYT/e+65Z/Z88eLFJd+Xa00f1e4daX1f6Kabbmp6/uqrr7YrEIuW1DnFgtf84+y0006dHhu1qzDIVQVcfvmt7WN9+FWrVmUTLOKe1J6gv1BU5Udb/tbC/lhmJF+c/+CDD26qlI8uAKVEuF/4+WLHDDNmzGj29xb3pdtuuy31xe+42PUxgQYAAAAAAPquigrwO+rRRx9NCxYsaFZh3hNOPvnk7DHOVaoqPsYSJk+e3KHW94Xuv//+pue5SvzWROv+XBvmjTbaKJ1yyikt3hNLBoQIit773vd2emzUrvZWcdN78lvMDxkyJAu9I/COID7C8tza8REClwr+C8Phwu+1MOzfY489mlrmx+MnPvGJZpXy0ZEkX/44Zs+eXbS9/t///vfs9bYmIh1zzDGpL37H+UucBG30AQAAAACgb6uoAP+//uu/OvT+CKMuu+yy9OEPfzirkj/jjDPS3Llzu31cceyoqo/q03nz5rV4PQKXCNeiMrYwQH/++efTv/3bv6X3v//96X/+539aPU9MRFi9enXT9tNPP93m2CK0j58IgeJa7Lzzzs1ejwkHuZbMxx13XHr729/e5jHpe9pbxU15FAbvcS8qtXZ8fvB/wAEHtPq95of98Tho0KBsgkCIx0996lPNKuVjolJ0A8gP7fPHUezvJqr+889TSu68fY02+gAAAAAAQMUG+P/5n//Zoff/67/+a/re976X/vSnP2XhUrSKj3Ap1pHvbuecc07afvvts/XmC9eAvvHGG9Nrr72Wvv71r6ctt9yy2Wt33nlnevLJJ9PKlSvTNddc0+o5oso2v2I2jtmWeH+sJx1BfbG1qWNZgrguMQHh9NNPb8dvSl9UGOQWVnVTnRMs2vpe88P+eJwzZ06rofqyZcuy+1SpyQPF/m7i3hwTi2IJgMIK/ny5yv++Rht9AAAAAACgYgP8xsbGTn82wp+f//znaeDAgWnq1Kmpu0V1/be+9a0sCDv77LPTLbfcku6+++50+eWXZ8H8+eefn8aOHdvic/vvv38W/Efodfzxx7d6jqh+jTbVOVtttVW7xhaV9RHOxwSCa6+9Nt17771Zxe5///d/p9/85jfpYx/7WDa+1qpf6dsKg9zCYJbyygXx0aI+7nXx7zvuFaXWSo/98XquI8djjz1W9HvNva9Ui/xiWlteIY5frF1+VPBHl5KZM2cW/dyIESPS9ddfn/qiUm30TzzxxLKNCQAAAAAAKJ+6xq6k5t1s6NCh6c033+zSMbbeeuus2j2qznvK/Pnz04MPPpjWrFmTtt1227TPPvtkEwe6QwRdMTkgfofJkydnEwfaK9pq33fffWnJkiVZ0BfXIgK5jo5t3Lhx2eOsWbM6PH7oKyL8njJlShZoR0V8hOw9PfFhwoQJLULwXGV9/rkjjI/K9/z3RIBfqPB9cfzBgwc321coupzEhKRSv3fuusTSHcW6ghQaM2ZMeuCBB1K57lGVcL8r/B5yKug/z0CZVMI9CgAAAADoXTUV4N9www3ZWvNxnOXLl3fr2PoS/2cxtK29IXl3hv/5S2zkyz93HHvHHXdsFv5G943orlAoKu9j0lDh+0oFyrmQP6rpC0P91atXp3nz5mXnzW3PnTu3zd8pqu/feOON1JcD/PjORo0a1WL/woULdcOAPq4S7lEAAAAAQO/q1Z7qsWZ9ayI4aus9xUQl/IIFC7Lq8wi4Yr13gJ5U2Eq+tdbyhSK8zwXk8Rjb7Qn/4/5WbM5V/rnjWIXviUkCxULjwvdFZX2E91E9H108CivoI5gv1ga/cF+pVvnFjrls2bLU18XkjWLXNtroF06WAAAAAAAAaluvBvjbbbddWr9+fRbYPP744+nOO+9Mr7/+erOq0l/84hedPn6EUdH++aKLLuqmEQMUF6F4fpV6sZC8O8L//Gr94cOHFw28889d7FhR4V94rFieo1iYXqryPqr8V61a1aW27sVa6o8cObLTx6slV199dYsq/Aj04zvr6aUZAAAAAACAytGvN0923nnnpalTp6ZLLrkk/eEPf0gvvfRS+t3vfpd22WWXplAoHjv7E21GY/34qGQE6EkRikeoHW3nc+vQt1dh2N9a+J+r1o9W9xGwR+Ad54zHqGjPnTuC3qiez2+JH+L1XACcf6ylS5e2e7xxvugQMHv27NSd4ne4/vrru/WY1Sq+o2JLJEQVPgAAAAAA0Hf0agV+oQifjjvuuHTUUUdlPxEs/fWvf+3wcQYNGpS23Xbb9Pa3v71HxglQLHBt75r3hSJwz1XCR3jfWvhfWFG/YsWKouvZF65bH2HwAQcc0OzYHWnzny+q9W+77bbssSPBf1vhffwuMbErxqjK/P8tUVDYMl8VPgAAAAAA9C11jV3ph9yNHnrooSy8ePPNN8s9lD4vOhmEWbNm9flrAe2R35o+F8h3VyBdGMxHRX2xiQMbbLBBs+r7qJovDPoLj5UL0YsF88XWq+8uhccu9Tv1xj2qku538XdU2Ea/M9cHqB2VdI8CAAAAAGqwhX5rdtttty6trQxQLvmt6eMxtnu7VX972vLnHysmTO28887Z/njcY489mir3J0yYkHrKiBEjWtzrO9sZoNbEpI9i1/6uu+4qy3gAAAAAAIA+HOBHaPS3v/2t3MMA6LDCALo7A+lcq/6opo/HUpX97Qn6848V99xo1x6TDuIxqr9DhOuxPXjw4NQTli1b1mKt9yFDhvTIuarRtGnTUr9+Lf/TnPt+AAAAAACA2lYxAX6I9ZoBqk17qt97Wn44H+F9dAGItvpR0b3vvvtmz6OFfi4IjrXV80Ur/da2u1Nha/4I9fm/77EwwI/rNXbsWCE+AAAAAAD0ARUV4HeXW265pdxDAPqQ9ra5L0dL/wjqc5X2sS/WWI8gvyeWLInff+TIkdka99GiP9rlt5cK89YngCxdujSdeOKJ3fRNAQAAAAAAlaomA/yjjz663EMA+pDW2txHMB2BeWEFfE9qq4V/BPk9ZbvttktDhw7NJg6sX7++3Z9TYf5/YgJITIQoFNf0tttu66ZvCgAAAAAASH09wF+5cmVatWpVj54jWg1HpSlAd+psEJ9fDR+Psd3TutrCPyroOyN+x7lz5za1xO9IG/6oMO+Na1MNYgLI7Nmzi7727ne/W7cCAAAAAACoYQN660Q/+clP0plnnpnq6urSD3/4w3Taaae1eM+hhx7a5fMsWbKkxfrKAF2VC+JDLoiPavuOVsO3VR3fXRXc+ePtqHLdQ3vj2lRTiD9hwoRs+YPC7yZa6RfuBwAAAAAAakNdY08shFzE5ptvnl5++eXs+dve9rb04osvtnhPv379soC/K+LXiWMI8Ttv3Lhx2eOsWbO69F1AuUR1fATYEQhHNXoE2vlt7TsjKu/zu3vEeu/RMr8tUa2fH6QfeOCB7Qr+u0PhmFuruK+Ee2Z7r0133qMq+X4Xf8c77bRT0e9m4cKFXf6bBipfJd+jAAAAAIAqb6E/ePDgLFiPnyFDhrQawHflB6An2tYXtqVvb5v6mDwQwXQE/vEY272lvWOMgHjEiBFNY9xjjz1Sb4s133vz2lSDCOhvvvnmoq9FFT4AAAAAAFB7eq2F/uWXX54+8YlPZFX2P/rRj0q+74477kjbbLNNp8/zzDPPZBWvQN/VE23rc23p86v62xvC9lbFfWtjjglOrVXZx7r1uUlQUfm94447dnlSVEwKiOO2pwNArPmuorylgw8+OI0fPz7NnDmz2f7Yvu2227LXAQAAAACA2tFrAf5RRx2VFi9e3Op7Bg0alCZNmtSl82y33XZp4MCBXToGUN0iYM9vW9/eSvRKDOK7shxA/pijnX5r8pcvic8dcMABza5hZ7QnvA/r16/v0nlq3dVXX51GjRrVYv+73/3uNH/+fBMfAAAAAACghvRaC/32OO644yrqOEDliUA7umxEIB2PsV1o6tSpWUv2EI+x3ZeWAyh2jdqaxBBV3vl6s519VPp3xzIHtSomVEyYMKHF/uiooJU+AAAAAADUlrpGC8dTYNy4cdnjrFmzXBsqTgTS+ZXhsWZ7YWV8e95TLSKEj/A+J9apX7t2baufKfz9YxJDLGPyqU99Ki1durTF++P6FKvs32ijjYq+vye05/fqiXtUtdzvYhLGTjvtVHQZhFtvvVUrfahR1XKPAgAAAABqtAIfoDvWt2/Pe6qhk0AorJxvz3IAhb9vhPCthfcxuaFYW/4VK1YUPX58Jtat707dscxBLYvv5+abby76WrTSL/X3AwAAAAAAVJcBqYKtWbMmvfnmm1kVaDG33XZb6tevX9pvv/3aXN8Z6Dvr27fnPZXSGj/kWuMX6xIQlfHxWoTy8Xu01to+Qtx4b37Ffk5rlfcdOU5U88dYilWCd1Qca/ny5WnSpEm92rK/0IIFC9LkyZM7/fmbbrop9YaDDz44a6U/Y8aMZvvju9hrr73S/fffX3QiBlBeXbm/xP1p9OjR3ToeAAAAAKCyVWQF/syZM7P/s3PYsGFp0003Tfvss0968sknW7wv9p133nlpm222SV/84hezIAiobRH0RvAcLddLBdDteU+5tbdLQASyEexHe/lSlfLFJgW0JRfExxrq++67b7NOAMWOM378+OwnJgIUC/Y7q66urtuO1RdMmzataPeDZcuWZd8lAAAAAABQ3eoaGxsbUwX53//93/ThD384q77PD3g+9KEPpV//+tdFP/Pcc8+lCy+8MP3pT3/KWgzvuOOOvTji2mO9Veh5hevU51rZd0WE8O0J1yMALlVBHyH9nDlzWhwnxheBf3eG94XHb+/v3533qGq830X3mUMOOaToa1GhHyG/SnyoDdV4jwIAAAAAaqgCPyrqTz/99PSd73wnq/Lcfffdm6ozX3/99ZKfe/vb354uu+yy9N3vfje9733vyyoRASrZ1KlTsyr4EI+x3RFRKR+TAPIr59u7VEBr7e+jA0qx48Rkg54K73PHt457x1rpFxPt9VXiAwAAAABA9aqoAD9C+NNOOy2deeaZacSIEemKK67I2uPHzze+8Y02P3/sscemY445Jv3gBz/olfECdDZw/8pXvtK0Ln08xnIgHREhbS5Uj8fYzl86ICrpx4wZ0+EvKCZNxXGKtWnvadG6n/aJKvv472SpSRgmQwAAAAAAQHWqqAD/xhtvTGeccUbT9qRJk9JTTz2V/ZSqNiz0sY99LP32t7/twVECPa1YdXk1njv/WGPHjm0WuEeldL5oT98REdIWbkfb9GhDv3bt2uz4DzzwQFq4cGFTpX8xhSFwBP/lar/e0WvQl8V3dP/995f8bvfaay8hPgAAAAAAVKGKCvAXL16cRo8e3aVjxOejFT9QvaISOz/s7s3K7O48d/6xctX2pbS3/X1ObnmRYtv5EwdiDCtWrCh6jAjrd9lll6bPDxkyJAv+C4/dWzp6Dfq6CPFnz56dhg8f3uK1WEpGK30AAAAAAKg+FRXgr1+/Pq1Zs6ZLx4jPR/UpUL0KK7F7szK7O8/dns9Gu/toex9t6zsiwvdS24WTECKYLxSV26tXr26q5G9sbEwrV65sen3dunW91ka/X79+nboG/L8QPzotFKOVPgAAAAAAVJ+KCvCjej7Cpq644447ulzFD5RXYSV2b1Zmd+e52/pshNYx4Sja3hdrW99aO/9YAz233n08xnbuM4X30ajGLhQdAebNm9fq+CLEz00OiFb8PWX//ffPwvtyte6vdnHdSi0zowofAAAAAACqS0UF+EcffXT63Oc+l5YsWdKpz7/66qvprLPOSkcddVS3jw3oPRHm5ofTvVmZ3Z3nzh2rWEv69hy7tXb++evd508A6EjL/6i6b4+o5B41alTqKb29TEItigkcxVrpx3d32223lWVMAAAAAABAx9U1tjfB6QWvvPJK2mmnnbJQ6eMf/3gW6O+9995p6NChJT+zatWqrH3wjTfemH74wx9mYdZjjz2W3va2t/Xq2GvJuHHjssdZs2aVeyhQE6IqPgLqaKkfVfntrTaPyvsI73NiUkFbS4QUfqY9YoJBhL/FKvV7S3t+t564R9XS/S7+zopNtIilEObPn6/DAVShWrpHAQAAAADtMyBVkE033TRdc801WQX9t7/97ewngqXYv8UWW2RBfoRTEfK8+eabWaX+yy+/3FRFGgHQH/7wB+E9UFFy1fIdDfwLg/j2tPOP93R0KZK4h3Y1vN9hhx2y+3Fnj9ObyyTUeiv9GTNmtFgKIVrpF+4HAAAAAAAqT0UF+OGwww5Lv/vd79Kpp56aXnvttSxYeumll7JgqFB+84CRI0emn/3sZ+nwww/v5REDdK9c6/ycmMh0wAEHtKudf7xnxx13bHd7/O7yxBNPdPqzcf/uzWUSar2VfnSyidC+sJV+TAxpT+cHAAAAAACgfPqlCnTkkUdm7X4/9rGPpSFDhmT7Iowq/AmDBg3Kwv5HH300HXvssWUeOUDXRav9whbo+evc54tQ9qCDDsq6k8RjiLC/WowZMybNnj1bsNxN4m/k5ptvLvpaVOEDAAAAAACVrSID/BBt83/yk59k1fe/+c1v0llnnZWFD5MnT84ev/CFL2SVhvH6z3/+86zFPkBhoB3b1aawnXxr7eVz1frRbj8eYzuq2Q888MAW7x0xYkSLiQHxU04PPfRQWc9fiw4++OCslX6hXBU+AAAAAABQueoae7vPMhVv3Lhx2eOsWbPKPRTosAjt89vPR5DdkfXnK0GErBHERyV+hPcRyJdqfR4TFSK8zxkwYEBau3ZtdoyY7BShbbTgHz9+fPrWt76VzjvvvGbHLWzXXw4xto6sz96d96havd/F9z9q1KguX2ugvGr1HgUAAAAAVGEFPkB3tJ8v3K4GEdbHpIMI4ku1zm+rWj+C+QjvQ8zTeuyxx9K2227b4rilqvVDb1XnqwzvfvHdqsIHAAAAAIDqU5MBfoRTQN/UkfbztSAXwEflfTzGdrGJC0uXLs1C/cIlBkKE+fH5QuvXr++l3yKlk046qdfO1VfEMjPFRGcGAAAAAACgMtVkgD9y5MhyDwGosEC7VpWq1i82cSFC/VzL/Gi7H49jx47Nwvxhw4a1eH97VlgZMmRIt/weuW4BdB9V+AAAAAAAUH1qMsDvzapRoHrbz/e0wmr32O4tMXGhcDJThPrFKvMjzI/H9kx+ivfceuutWbgfP93V8aQ9kwXovir8mLjRm3+PAAAAAABA+7TsmdxD7r333vTFL34x9evXL11yySVpn332afGe888/v8vnee6557TQB7pdhJ1RvR4BeAThEZC3NTkgV+0e4jG2Y1JBb5w/Xps9e3azz0ydOjW9//3vT8uWLSv6mRUrVmQBfYT5pcRr5513XvZ7xJiicr+197fXmDFjunwMSlfhz5gxo9n++M6ilX7hfgAAAAAAoLzqGnup7HGXXXZJCxYsyKos4/nDDz/c4j0R7tfV1XXL+datW9ctx+mLxo0blz3OmjWr3EOBihEV9LkwPuTa87cWqkflfVS350Rb/7Yq1ksF9cXO39HJAPvuu2+rgW0cM86bP+Zi4vd47LHH0l577VVyMkBHjR8/vt1hcnfeo/rC/S7+pqLivthEi4ULF5a1SwXQur5wjwIAAAAAytRC/8UXX2x6/sILL5R8X64tc1d+ALpbYev5YuvJx3a+wnXoi61LX6jUMYudv6MhbmsBeVTex2SB9owxqu533HHHbgvvw5w5c7rtWBTvxlBMTMLQSh8AAAAAAPpgC/2zzjora7scvvzlL5d8X7TRf8c73tHp8zzzzDNN5wHoLhFs51fAF1tPvnC7WIV+W+66666i28XO35Eq/miX3lp4f/3112dBb/6YS1Xid0fL/ELtmThA97fSj0kYWukDAAAAAEAfbKEfooV+tMkfNWpU0deHDBmSVq5c2eXzdNdx+irtWqF9oXj+GvedbWtfaKONNmoWkEe4/vrrr5dsrV9MsXb7+dvFRLh77733Ntu34YYbdmuVfSm55Qja28pdC/3Oib+hUv/91UofKpP/TQYAAAAAfU+vBvhticr7qKCvlOP0Vf7PYmifjoTq7bXBBhs0q3yP9ebXrl3b5WOsW7euzSVGCkPcwuPU1dWl4cOHFw31Y3LW+vXrU2d09D9DAvzO23fffYsupTB+/PhWl1gAysP/JgMAAACAvqdfqiDdFboL74G2gveoUo+AOh47uwZ4hN1RcR8Bezx2Nbwv1ko+t92RMRc7xh577NHmuaM6O0L6qMaP4xceJ4L2UhX5nQ3vR4wY0anP0TnTpk3LJmEUmjlzZqf/HQAAAAAAADUa4AP0hlzr+6guj8fYrhRRxR8t5aNqPtdavtSYS4X6hceYOnVqeuKJJ5qdZ9iwYSXHEGHu2LFj01133ZW18I9Qv6e8/e1v77Fj01JMMnnggQeKXpoTTzzRJQMAAAAAgDKrqBb64dZbb02/+MUv0ooVK9InP/nJdOihh5Z7SH2Odq3Uuu5oU18JY44K+fy17SNsnz17dotOABHu578v9O/fP6vEXrp0aSq3GPf111+fDj744Ha9Xwv9nmulX7iMAlBe/jcZAAAAAPQ9FVWB/8c//jFNnjw5/epXv0r/+7//mw4//PAWoRNAT7WpL4eomo8wNdaQz29fn3stV2FfWDEfY54+fXqzfRHGn3TSSS2q8gvfFyZNmpSF/VGhX24x7mOOOabcw+hzrfSLUYUPAAAAAADlVVEB/gUXXJBV/g0aNKhpTeWbb7653MMCakypNvXlEK3woxI61wwl2tfn2uNHG/tc2/wIuaNSPX/MxSYexLHyW+3HuvaF4X8cJ9rqx3ki3B8/fnwaM2ZMKqdK6ATQl8R/a2OySKH4+7vtttvKMiYAAAAAAKDCAvxHH300zZo1K/3+97/PQvyoSI0KUoDOKLVGfISXt99+e9Y2Px7L2TK8WHV8BO877rhji1A7lhbJH3OE+BHGtyWOEy3z89vVn3feeU1Bf4S2G220UTY5oFxGjBhRtnP3VaWq8N/97nc3/VsBAAAAAAD6cIC/8cYbZyFTtNF/8skn0yOPPJIOO+ywVOsikHvttddafc+SJUt6bTxQK6LCPL8aPbYrTan2/bmK/HxRkZ8/ISFEG/xovd+WdevWNYX5Ed4XThyI61NYqd+bdthhh7Kdu68qVYUffyta6QMAAAAAQHnUNRZLicrky1/+cnrb296Wzj777FSpHnrooXT11VdngXuuovWQQw5JRx99dNN2R/36179O11xzTXrPe96T9tlnn7T11ltn3QfiHAsWLMiqbXfbbbd0+umnt3qcCOZibA888EAaOHBgWrNmTdppp53Shz/84ey6tte4ceOyx+iGANUsgu4I73OiwjwmzFSSqHSOdeujCj5uxxHGF7stR+V8/HuO9+VEK/24P0SYHwF8e8V1iIkDHflMT4v7Z/531Vv3qL5+v4u/v/i7yk3wyHfrrbemgw8+uCzjAv6fvn6PAgAAAIC+qKIq8KMqNALon/70p106zimnnJJ6QrSdPuecc9L73//+9IMf/CBdeuml6etf/3r6+9//nu2PwLwzIrSK1tjXXXddOvfcc9Npp52WTj311PS5z30u/ehHP8rWp24rvH/22WfTGWeckVavXp2+973vZT/f//7302abbZY+8YlPpIc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", | |
| "text/plain": [ | |
| "<Figure size 1008x1008 with 21 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "image/png": { | |
| "height": 1016, | |
| "width": 1016 | |
| } | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "truth = {\n", | |
| " # \"period\": ustrip(\"day\", data[\"true_params\"][\"period\"]),\n", | |
| " \"log_period\": jnp.log10(ustrip(\"day\", data[\"true_params\"][\"period\"])),\n", | |
| " \"eccentricity\": data[\"true_params\"][\"eccentricity\"],\n", | |
| " # \"t_peri\": ustrip(\"day\", data[\"true_params\"][\"t_peri\"]),\n", | |
| " \"phase_peri\": ustrip(\n", | |
| " \"\", data[\"true_params\"][\"t_peri\"] / data[\"true_params\"][\"period\"]\n", | |
| " ),\n", | |
| " \"cos_i\": jnp.cos(ustrip(\"rad\", data[\"true_params\"][\"inclination\"])),\n", | |
| " \"arg_peri\": ustrip(\"rad\", data[\"true_params\"][\"arg_peri\"]),\n", | |
| " \"lon_asc_node\": ustrip(\"rad\", data[\"true_params\"][\"lon_asc_node\"]),\n", | |
| "}\n", | |
| "\n", | |
| "_ = az.plot_pair(\n", | |
| " transformed_samples, marginals=True, figsize=(14, 14), reference_values=truth\n", | |
| ")\n", | |
| "# az.convert_to_dataset(transformed_samples)\n", | |
| "# az.plot_pair?" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "41572f86", | |
| "metadata": {}, | |
| "source": [ | |
| "## Generate posterior linear parameter values\n", | |
| "\n", | |
| "Once we have posterior samples of the nonlinear parameters, sample the linear parameters by sampling from their conditional posterior:" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 24, | |
| "id": "5ca4bb88", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "# Recover linear parameters for accepted samples - only use a subset if many exist\n", | |
| "n_recover = min(1024, n_accepted)\n", | |
| "subset_samples = {k: v[:n_recover] for k, v in accepted_samples.items()}\n", | |
| "\n", | |
| "# n_linear_per_nonlinear = 10 if n_recover < 10 else 1\n", | |
| "n_linear_per_nonlinear = 1\n", | |
| "\n", | |
| "key = jr.PRNGKey(123)\n", | |
| "linear_params = sample_linear_parameters(\n", | |
| " key,\n", | |
| " subset_samples,\n", | |
| " data,\n", | |
| " priors=priors,\n", | |
| " n_linear_per_nonlinear=n_linear_per_nonlinear,\n", | |
| ")\n", | |
| "linear_params_dict = {col: linear_params[:, i] for i, col in enumerate(colnames)}" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 25, | |
| "id": "98db3eea", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "name_map = {\n", | |
| " r\"$\\alpha_0$\": \"alpha0\",\n", | |
| " r\"$\\delta_0$\": \"delta0\",\n", | |
| " r\"$\\mu_\\alpha$\": \"mu_alpha\",\n", | |
| " r\"$\\mu_\\delta$\": \"mu_delta\",\n", | |
| " r\"$\\varpi$\": \"parallax\",\n", | |
| " \"$a$\": \"semimajor_axis\",\n", | |
| "}\n", | |
| "true_linear = {}\n", | |
| "for name in linear_params_dict:\n", | |
| " new_name = name_map.get(name, name)\n", | |
| " true_linear[name] = (\n", | |
| " ustrip(\"mas\", data[\"true_params\"][new_name])\n", | |
| " if \"mu\" not in new_name\n", | |
| " else ustrip(\"mas/yr\", data[\"true_params\"][new_name])\n", | |
| " )" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 26, | |
| "id": "74ae6c73", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { |
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