{ "cells": [ { "cell_type": "markdown", "id": "db6a645d", "metadata": {}, "source": [ "# Quickstart\n", "\n", "Define a spherical galaxy, inspect its predicted line-of-sight dispersion,\n", "generate mock velocities, and infer five parameters with **JAX and NumPyro NUTS**.\n", "The [tutorials](tutorials/index.md)\n", "explain the choices and add storage, restart and alternative backends.\n", "\n", "Follow the [installation guide](installation.md) with the `numpyro_cpu` and\n", "`plotting` extras. Run the following cells in order in a fresh Python process\n", "or notebook kernel. Use **Restart Kernel and Run All Cells** to reproduce the complete example.\n", "\n", "## 1. Define the model\n", "\n", "The three components are a Plummer stellar tracer, a generalized NFW dark-matter\n", "halo (`ZhaoModel` with `alpha=1`, `beta=3`) and constant spherical anisotropy.\n", "We infer the inner density slope `gamma` along with the halo radius and density\n", "scales, anisotropy and systemic velocity. The mock has `gamma=1` (standard NFW). JAX components receive physical parameters\n", "on each call. Lengths are in **pc**, velocities in **km/s**, and mass densities\n", "in **solar masses per pc³**. The normalized tracer contributes no gravitational\n", "mass. Set the JAX environment before importing it." ] }, { "cell_type": "code", "execution_count": 1, "id": "e6a8e817", "metadata": {}, "outputs": [], "source": [ "import os\n", "os.environ.setdefault(\"JEANSPY_JAX_PLATFORM\", \"cpu\")\n", "os.environ.setdefault(\"JEANSPY_JAX_ENABLE_X64\", \"true\")\n", "\n", "# The example uses no progress widgets; ignore only their optional-import warning.\n", "import warnings\n", "warnings.filterwarnings(\"ignore\", message=\"IProgress not found.*\")\n", "\n", "# Import JeansPy before JAX so its runtime settings take effect.\n", "from jeanspy.model_jax import (\n", " DSphModel, PlummerModel, ZhaoModel, ConstantAnisotropyModel,\n", ")\n", "from jeanspy.sampler_numpyro import JeansLikelihoodModel, ParameterSpec\n", "import jax\n", "import numpyro.distributions as dist\n", "from numpyro.infer import MCMC, NUTS, init_to_value\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "model = DSphModel(submodels={\n", " \"StellarModel\": PlummerModel(),\n", " \"DMModel\": ZhaoModel(),\n", " \"AnisotropyModel\": ConstantAnisotropyModel(),\n", "})\n", "fixed = dict(re_pc=200., alpha=1., beta=3., r_t_pc=np.inf)\n", "truth = dict(**fixed, rs_pc=500., rhos_Msunpc3=.1, gamma=1., beta_ani=0.)\n", "options = dict(solver=\"kernel\", n_u=128, n_kernel=32,\n", " dm_mass_method=\"numeric\", dm_mass_n_steps=128)" ] }, { "cell_type": "markdown", "id": "6046343a", "metadata": {}, "source": [ "`fixed` holds the tracer scale, `alpha=1`, `beta=3` and the untruncated halo\n", "cutoff (`r_t_pc=np.inf`);\n", "`truth` adds the parameters used to generate data. `options` chooses the\n", "numerical resolution. The [backend tutorial](tutorials/backends.ipynb) explains\n", "the JAX interface and compilation.\n", "\n", "## 2. Plot the prediction and generate mock data\n", "\n", "`sigmalos2` returns the intrinsic LOS **variance**, in (km/s)². Its square root\n", "is the dispersion. A measured velocity additionally has measurement variance\n", "`e_vlos_kms**2`. Here we generate 32 stars with Gaussian LOS velocities at\n", "projected Plummer radii and a systemic velocity of zero." ] }, { "cell_type": "code", "execution_count": 2, "id": "52d42ef1", "metadata": { "mystnb": { "image": { "alt": "Predicted LOS dispersion and 32 mock velocities with measurement errors." } } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rng = np.random.default_rng(123)\n", "u = rng.uniform(size=32)\n", "R_pc = 200. * np.sqrt(u / (1. - u)) # Projected Plummer radii.\n", "e_vlos_kms = np.full(32, 2.)\n", "variance = np.asarray(model.sigmalos2(R_pc, params=truth, **options))\n", "vlos_kms = rng.normal(0., np.sqrt(variance + e_vlos_kms**2))\n", "data = dict(R_pc=R_pc, vlos_kms=vlos_kms, e_vlos_kms=e_vlos_kms)\n", "\n", "R_grid = np.geomspace(10., 3000., 100)\n", "sigma_kms = np.sqrt(model.sigmalos2(R_grid, params=truth, **options))\n", "prediction, axes = plt.subplots(1, 2, figsize=(9, 3.5), layout=\"constrained\")\n", "axes[0].semilogx(R_grid, sigma_kms)\n", "axes[0].set(xlabel=\"Projected radius [pc]\", ylabel=r\"$\\sigma_{los}$ [km/s]\")\n", "axes[1].errorbar(R_pc, vlos_kms, yerr=e_vlos_kms, fmt=\".\")\n", "axes[1].set(xscale=\"log\", xlabel=\"Projected radius [pc]\",\n", " ylabel=\"Observed LOS velocity [km/s]\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b35ccce1", "metadata": {}, "source": [ "In an interactive notebook the figure is displayed immediately; the plots are saved with this notebook for reading without a kernel.\n", "These mock velocities follow the Gaussian likelihood used below; they are\n", "not samples from a full phase-space distribution function.\n", "\n", "## 3. Run MCMC\n", "\n", "Use `JeansLikelihoodModel` to combine the Jeans prediction and measurement\n", "errors in a Gaussian velocity likelihood. `ParameterSpec` names each sampling\n", "coordinate and its prior. `pow10` converts a sampled base-10 logarithm into\n", "the positive physical scale passed to the model." ] }, { "cell_type": "code", "execution_count": 3, "id": "cd1fddf6", "metadata": {}, "outputs": [], "source": [ "def physical_parameters(sampled):\n", " return {**fixed, **sampled}\n", "\n", "likelihood = JeansLikelihoodModel(\n", " model,\n", " [ParameterSpec.pow10(\"log10_rs_pc\", dist.Uniform(1.5, 4.), param_name=\"rs_pc\"),\n", " ParameterSpec.pow10(\"log10_rhos_Msunpc3\", dist.Uniform(-3., 1.),\n", " param_name=\"rhos_Msunpc3\"),\n", " ParameterSpec(\"gamma\", dist.Uniform(0., 2.)),\n", " ParameterSpec(\"beta_ani\", dist.Uniform(-1., .75)),\n", " ParameterSpec(\"vmem_kms\", dist.Uniform(-50., 50.))],\n", " parameter_postprocess=physical_parameters,\n", " sigmalos2_kwargs=options,\n", ")" ] }, { "cell_type": "markdown", "id": "166cf49a", "metadata": {}, "source": [ "The priors are uniform in the named coordinates: log halo radius, log halo\n", "density, inner slope `gamma`, anisotropy and systemic velocity. The halo priors\n", "span about 32–10,000 pc in scale radius, 0.001–10 solar masses per pc³ in\n", "density scale, and `gamma=0` (a finite-density core) through `gamma=2` (a steep cusp).\n", "They are illustrative choices\n", "for this mock dataset. Run two independent chains sequentially on the CPU;\n", "each has 200 warmup steps and 256 posterior draws. The first run also compiles\n", "the JAX calculation and may take longer than subsequent evaluations." ] }, { "cell_type": "code", "execution_count": 4, "id": "462312b6", "metadata": {}, "outputs": [], "source": [ "kernel = NUTS(likelihood, target_accept_prob=.85,\n", " init_strategy=init_to_value(values={\n", " \"log10_rs_pc\": np.log10(500.), \"log10_rhos_Msunpc3\": -1.,\n", " \"gamma\": 1., \"beta_ani\": 0., \"vmem_kms\": 0.}))\n", "mcmc = MCMC(kernel, num_warmup=200, num_samples=256,\n", " num_chains=2, chain_method=\"sequential\", progress_bar=False)\n", "mcmc.run(jax.random.PRNGKey(42), **data)" ] }, { "cell_type": "markdown", "id": "225861a5", "metadata": {}, "source": [ "## 4. Inspect the result\n", "\n", "Print the posterior summary, central 68% intervals and divergence count, then\n", "plot the two chains separately. `get_samples(group_by_chain=True)` retains\n", "the `(chain, draw)` axes; warmup is already excluded.\n", "\n", "The 16%, 50% and 84% lines are marginal quantiles; the NumPyro summary\n", "table above them uses its own default interval." ] }, { "cell_type": "code", "execution_count": 5, "id": "66bdc4f8", "metadata": { "mystnb": { "image": { "alt": "Separate posterior traces for two NumPyro chains and four sampling coordinates." } } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " mean std median 5.0% 95.0% n_eff r_hat\n", " beta_ani 0.26 0.40 0.37 -0.32 0.75 344.90 1.00\n", " gamma 0.84 0.47 0.84 0.03 1.47 126.30 1.02\n", " log10_rhos_Msunpc3 -1.57 0.79 -1.65 -2.84 -0.33 128.80 1.00\n", " log10_rs_pc 3.19 0.50 3.21 2.45 3.99 158.09 1.00\n", " vmem_kms -0.36 1.55 -0.41 -2.66 2.14 277.42 1.01\n", "\n", "Number of divergences: 0\n", "log10_rs_pc 16%, 50%, 84%: [2.627286 3.20603121 3.73742021]\n", "log10_rhos_Msunpc3 16%, 50%, 84%: [-2.39294506 -1.64623572 -0.69040784]\n", "gamma 16%, 50%, 84%: [0.28742612 0.83563869 1.3189514 ]\n", "beta_ani 16%, 50%, 84%: [-0.11947856 0.36886324 0.64386511]\n", "vmem_kms 16%, 50%, 84%: [-1.86406728 -0.41261298 1.26495556]\n", "Divergences: 0\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "names = [\"log10_rs_pc\", \"log10_rhos_Msunpc3\", \"gamma\", \"beta_ani\", \"vmem_kms\"]\n", "mcmc.print_summary(exclude_deterministic=True)\n", "posterior = mcmc.get_samples(group_by_chain=True) # Each value: (chain, draw).\n", "for name in names:\n", " interval = np.quantile(np.asarray(posterior[name]), [.16, .5, .84])\n", " print(name, \"16%, 50%, 84%:\", interval)\n", "print(\"Divergences:\", int(mcmc.get_extra_fields()[\"diverging\"].sum()))\n", "\n", "traces, axes = plt.subplots(len(names), 1, figsize=(7, 9), sharex=True, layout=\"constrained\")\n", "for i, name in enumerate(names):\n", " for chain_index, values in enumerate(np.asarray(posterior[name])):\n", " axes[i].plot(values, alpha=.8, lw=.7,\n", " ls=[\"-\", \"--\"][chain_index], label=f\"Chain {chain_index + 1}\")\n", " axes[i].set_ylabel(name)\n", "axes[0].legend()\n", "axes[-1].set_xlabel(\"Posterior draw (warmup excluded)\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "71c79378", "metadata": {}, "source": [ "### Compare posterior profiles with the true and MAP models\n", "\n", "First find a numerical **maximum a posteriori (MAP)** point. Here MAP refers\n", "to density in the sampled coordinates\n", "`(log10_rs_pc, log10_rhos_Msunpc3, gamma, beta_ani, vmem_kms)` with the priors above.\n", "MAP depends on coordinates: maximizing density in linear radius/density is\n", "a different problem. `log_density` evaluates the same likelihood and priors;\n", "the unconstrained NUTS potential energy includes transformation Jacobians and\n", "must not be used directly for this definition.\n", "\n", "Bounded optimization starts from several posterior draws. The best successful\n", "result is a numerical MAP candidate, not a proof of the global maximum. Its\n", "reported objective should improve on the best saved draw. Inspect any prior\n", "boundary reported below; a boundary mode can be strongly prior-dependent.\n" ] }, { "cell_type": "code", "execution_count": 6, "id": "707bcaf6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Converged MAP searches: 6 / 6\n", "Numerical MAP: {'log10_rs_pc': 4.0, 'log10_rhos_Msunpc3': -2.1904, 'gamma': 0.6041, 'beta_ani': 0.75, 'vmem_kms': -0.2776}\n", "MAP log posterior: -116.8054\n", "Best saved-draw log posterior: -117.026\n", "MAP coordinates at a prior bound: ['log10_rs_pc', 'beta_ani']\n" ] } ], "source": [ "import jax.numpy as jnp\n", "from numpyro.infer.util import log_density\n", "from scipy.optimize import minimize\n", "\n", "# Each row stays a joint posterior draw in the original sampling coordinates.\n", "flat = np.column_stack([np.asarray(posterior[name]).reshape(-1) for name in names])\n", "bounds = [(1.5, 4.), (-3., 1.), (0., 2.), (-1., .75), (-50., 50.)]\n", "\n", "def log_posterior(theta):\n", " sampled = {name: theta[i] for i, name in enumerate(names)}\n", " return log_density(likelihood, (), data, sampled)[0]\n", "\n", "value_and_grad = jax.jit(jax.value_and_grad(lambda theta: -log_posterior(theta)))\n", "\n", "def objective(theta):\n", " value, gradient = value_and_grad(jnp.asarray(theta))\n", " return float(value), np.asarray(gradient, dtype=float)\n", "\n", "# Start at the best saved draw and at draws spread across both chains.\n", "logp_draws = np.asarray(jax.lax.map(log_posterior, jnp.asarray(flat)))\n", "starts = np.unique(np.r_[np.argmax(logp_draws), np.linspace(0, len(flat)-1, 5, dtype=int)])\n", "fits = [minimize(objective, flat[i], jac=True, bounds=bounds, method=\"L-BFGS-B\",\n", " options={\"maxiter\": 500, \"ftol\": 1e-10, \"gtol\": 1e-6}) for i in starts]\n", "successful = [fit for fit in fits if fit.success and np.isfinite(fit.fun)]\n", "if not successful:\n", " raise RuntimeError(\"MAP optimization did not converge; inspect the optimizer results.\")\n", "best_fit = min(successful, key=lambda fit: fit.fun)\n", "map_theta = best_fit.x\n", "assert -best_fit.fun >= logp_draws.max() - 1e-6\n", "print(\"Converged MAP searches:\", len(successful), \"/\", len(fits))\n", "print(\"Numerical MAP:\", dict(zip(names, np.round(map_theta, 4).tolist())))\n", "print(\"MAP log posterior:\", round(-best_fit.fun, 4))\n", "print(\"Best saved-draw log posterior:\", round(float(logp_draws.max()), 4))\n", "at_bound = [name for name, value, (lo, hi) in zip(names, map_theta, bounds)\n", " if np.isclose(value, lo, atol=1e-5) or np.isclose(value, hi, atol=1e-5)]\n", "print(\"MAP coordinates at a prior bound:\", at_bound)\n" ] }, { "cell_type": "markdown", "id": "da2273bd", "metadata": {}, "source": [ "Now propagate **every joint posterior draw** through the forward model.\n", "The shading gives central 68% and 95% **pointwise credible intervals**;\n", "the blue line is the pointwise median. These bands describe uncertainty in\n", "the intrinsic dispersion and halo density, not the scatter of new observed\n", "velocities and not a simultaneous interval for the entire curve. The orange\n", "dashed MAP curve is one joint model, so it need not follow the median curve.\n", "Black dotted curves show the mock's true model.\n" ] }, { "cell_type": "code", "execution_count": 7, "id": "8454b117", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "profile_grid = np.geomspace(10., 3000., 80)\n", "\n", "def physical_from_theta(theta):\n", " log_rs, log_rho, g, beta, mean = theta\n", " return {**fixed, \"rs_pc\": 10.**log_rs, \"rhos_Msunpc3\": 10.**log_rho,\n", " \"gamma\": g, \"beta_ani\": beta, \"vmem_kms\": mean}\n", "\n", "def profiles(theta):\n", " params = physical_from_theta(theta)\n", " sigma = jnp.sqrt(model.sigmalos2(profile_grid, params=params, **options))\n", " density = model[\"DMModel\"].mass_density_3d(profile_grid, params=params)\n", " return jnp.stack([sigma, density])\n", "\n", "# lax.map evaluates every joint draw without materializing a huge mass grid.\n", "profile_draws = np.asarray(jax.lax.map(profiles, jnp.asarray(flat)))\n", "assert np.all(np.isfinite(profile_draws) & (profile_draws > 0))\n", "bands = np.quantile(profile_draws, [.025, .16, .5, .84, .975], axis=0)\n", "true_theta = np.array([np.log10(truth[\"rs_pc\"]), np.log10(truth[\"rhos_Msunpc3\"]),\n", " truth[\"gamma\"], truth[\"beta_ani\"], 0.])\n", "true_profiles = np.asarray(profiles(true_theta))\n", "map_profiles = np.asarray(profiles(map_theta))\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(10, 4), layout=\"constrained\")\n", "for i, ax in enumerate(axes):\n", " low95, low68, median, high68, high95 = bands[:, i]\n", " ax.fill_between(profile_grid, low95, high95, color=\"#23558b\", alpha=.12,\n", " label=\"95% pointwise interval\")\n", " ax.fill_between(profile_grid, low68, high68, color=\"#23558b\", alpha=.3,\n", " label=\"68% pointwise interval\")\n", " ax.plot(profile_grid, median, color=\"#23558b\", label=\"Posterior median\")\n", " ax.plot(profile_grid, map_profiles[i], color=\"#b65c00\", ls=\"--\", lw=2,\n", " label=\"MAP (numerical)\")\n", " ax.plot(profile_grid, true_profiles[i], color=\"black\", ls=\":\", lw=2, label=\"True\")\n", " ax.set_xscale(\"log\")\n", "axes[0].set(xlabel=\"Projected radius R [pc]\", ylabel=r\"$\\sigma_{\\rm los}$ [km/s]\",\n", " title=\"LOS dispersion posterior\")\n", "axes[1].set(xlabel=\"3-D radius r [pc]\", ylabel=r\"$\\rho_{\\rm DM}$ [$M_\\odot$/pc$^3$]\",\n", " yscale=\"log\", title=\"DM density posterior\")\n", "axes[0].legend(fontsize=8)\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "4c17b23c", "metadata": {}, "source": [ "Inspect mixing, effective sample size, R-hat and divergences before interpreting\n", "the intervals. These short chains demonstrate the workflow; a run that finishes\n", "does not establish convergence or interval calibration. The\n", "[MCMC tutorial](tutorials/inference.ipynb) explains convergence diagnostics, NUTS divergences and corner contours.\n", "\n", "Continue with [units and basic conventions](tutorials/units.ipynb), or go directly\n", "to [saving and resuming results](tutorials/storage.ipynb). For individual signatures\n", "and options, use the [API reference](api/index.md)." ] } ], "metadata": { "jeanspy": { "execution": { "code_sha256": "206624164fbcf3356b1820c41e1ed5a8f1a3ae8ee44329256a9f894e057fc918", "jax_enable_x64": true, "lock_sha256": "a30f366620e23a49d6d7466055223a761824454169d8fc0364c24ac25b626dc7", "packages": { "arviz": "1.0.0", "corner": "2.2.3", "jax": "0.9.1", "jeanspy": "0.1.0", "matplotlib": "3.10.8", "numpy": "2.4.3", "numpyro": "0.20.0", "scipy": "1.17.1" }, "platform": "cpu", "source_sha256": { "src/jeanspy/__init__.py": "61671d182af04c0056cfb8d273db499d8774694711506698dbe7dc4a63d3b403", "src/jeanspy/_axisymmetric_components.py": "4b203c616c87e55182d105b37f9fa49e44fe1df6bc430ccccb09edc5cca42530", "src/jeanspy/_axisymmetric_params.py": "85da8de45bf5ba8cd9a40a137f7ccf971f7ce9534f312ef49fcd33539a230802", "src/jeanspy/_jax_env.py": "2ef46eaf5cbd8e72a0c17351490207c29586979082cabc87128c9bd16fc689a4", "src/jeanspy/_numpy/__init__.py": "de2d19d61e00702f13996582369f6acbe92b74628e6f569f91c3215a53580117", "src/jeanspy/_numpy/core.py": "d073c6409d5f8cf527947c1ddf3916cb39cef3f6d4e43173cad59d148e463296", "src/jeanspy/_numpy/inference.py": "ab58728400b6e56189ffba9ee805d9edbf59ca13dfebe05498801592314552db", "src/jeanspy/_numpy/jfactor.py": "823f58a66a615ba59e057022ce51e2adfab577c25a4ced2f2033304c2cbd6cfe", "src/jeanspy/_numpy/profiles.py": "8af05c5741af179f8c509cc9acfd46b5989a920250077d6bd42d62d4f8327106", "src/jeanspy/_numpy/solver.py": "b419796e2a912a46f65404cb5026ccb73799e1dbb8f80052f404148dd1f5ef3c", "src/jeanspy/_sampling_identity.py": "b0e70b77e38f25e2148ab1f108a714512a8b6054405c846c3a41730b07081cec", "src/jeanspy/_sersic_deprojection.py": "004c5566448698ecfe536096c3fc8d5c348a8d4e1610042763c77568c0f3d821", "src/jeanspy/_zhao.py": "699a0810d8cfdf1b5d2a9aad030a012b982640ca047ee07e7b72fc53201c590d", "src/jeanspy/axisymmetric.py": "683d67b91f8eb67e8d898eb23e6c8ca0e5c78020a65a7d05e183c19b076bd506", "src/jeanspy/axisymmetric_factors.py": "754b256f7d3d43cc72571cde2b22bc9419917cf13b17342cd5f52406c4111336", "src/jeanspy/axisymmetric_inference.py": "57078226b3643f8babda4d942b96ae546622da28802119d3d99ff6a0c5b45695", "src/jeanspy/axisymmetric_jax.py": "de5f78937104ce7008242d55c321c8a3c6d9491f6aa25d4be3bdab8de076ed54", "src/jeanspy/baes_eta2.py": "c274a16ca8c4b4d8d76ec30a2e705b5a5f6ce7659b31e31b5c685f92ab7a7ece", "src/jeanspy/dequad.py": "6260e7ee2d8da12265573e86ff81ba0a3e8912df5fec8588a84bfda9d3b1133d", "src/jeanspy/hyp2f1_jax.py": "03d8df3b48fcd9d418e289ea2ffaf174ffbdf14dffe483a150403c092bbaeea8", "src/jeanspy/model.py": "72af25df8f34816f27d373fdecf41408c79eb505cb4cb52c830822d5d8f12f2b", "src/jeanspy/model_jax.py": "355ba42ad16b2cadd00906679dd06ee12fd85fe4f1fc48630c779e68e4fabd64", "src/jeanspy/parameters.py": "7760f4c85063105eb1328910867f3c57516f885dc577533bf9b91ac08a648cb2", "src/jeanspy/sampler.py": "42ca0bbcef84b7c1620fd977d71810284a5d6abd70ff6047ae3175822d63f10e", "src/jeanspy/sampler_numpyro.py": "ccd367d576bc55173d85939ad4bf7eeb8a44130d693f40ee56f4eade278c2195", "src/jeanspy/sersic.py": "1cea4e4d28b44a7ffeac74e8083b570975ad5ce390ff3a0e668bfc3819c05826" }, "utc": "2026-10-02T07:41:07.721569+00:00" }, "mcmc": true }, "kernelspec": { "display_name": "Python 3 (JeansPy)", "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }