{ "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 0.42 0.38 -0.38 0.74 240.94 1.01\n", " gamma 0.83 0.47 0.81 0.00 1.46 168.39 1.01\n", " log10_rhos_Msunpc3 -1.57 0.83 -1.66 -2.99 -0.44 157.65 1.01\n", " log10_rs_pc 3.21 0.53 3.26 2.49 3.99 182.52 1.00\n", " vmem_kms -0.35 1.55 -0.38 -2.81 2.24 432.42 1.00\n", "\n", "Number of divergences: 0\n", "log10_rs_pc 16%, 50%, 84%: [2.64120599 3.25927649 3.77525493]\n", "log10_rhos_Msunpc3 16%, 50%, 84%: [-2.39459069 -1.65517657 -0.71662544]\n", "gamma 16%, 50%, 84%: [0.29710162 0.80858003 1.31702316]\n", "beta_ani 16%, 50%, 84%: [-0.21152182 0.37810021 0.65304241]\n", "vmem_kms 16%, 50%, 84%: [-1.77938956 -0.37797063 1.17765941]\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: -116.9309\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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" ] }, "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": "e77fda6fb068392a63f0479e4c33bf80a22de3d2ab2cd101ea0c1f33e579491d", "src/jeanspy/_numpy/solver.py": "b419796e2a912a46f65404cb5026ccb73799e1dbb8f80052f404148dd1f5ef3c", "src/jeanspy/_sampling_identity.py": "b0e70b77e38f25e2148ab1f108a714512a8b6054405c846c3a41730b07081cec", "src/jeanspy/_sersic_deprojection.py": "004c5566448698ecfe536096c3fc8d5c348a8d4e1610042763c77568c0f3d821", "src/jeanspy/_zhao.py": "df83c7427dc583123c7464a03d2d45272e90f5a6724c9729eee64fad92e0c41a", "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": "487f473351f9a309ad7d8dad1b1405e496196413e7606d0b0a18c5f71bfcf4a3" }, "utc": "2026-09-18T00:36:13.282377+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": "3.12.13" } }, "nbformat": 4, "nbformat_minor": 5 }