{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Montbrió–Pazó–Roxin (MPR) SDE — Simulation & Likelihood-Free Inference
\n",
"Minimal example using Numba-accelerated `MPR_sde` from `vbi`.
\n",
"Sections are short and documented so you can convert to a notebook easily.
\n",
"External APIs remain unchanged; only our helper functions are refactored.\n",
"\n",
"
"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# Install VBI package in Google Colab (lightweight, CPU-only version)\n",
"print(\"Setting up VBI for Google Colab...\")\n",
"\n",
"# Skip C++ compilation for faster installation in Colab\n",
"%env SKIP_CPP=1\n",
"\n",
"print(\"Environment configured.\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# Install the package\n",
"# !pip install vbi"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"print(\"VBI package installed successfully! Ready to proceed.\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Imports & Global Config"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import warnings\n",
"from copy import deepcopy\n",
"import multiprocessing as mp\n",
"from multiprocessing import Pool"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import networkx as nx\n",
"import matplotlib.pyplot as plt\n",
"from tqdm import tqdm"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"import vbi\n",
"from vbi.models.numba.mpr import MPR_sde"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"vbi version: 0.3\n"
]
}
],
"source": [
"warnings.simplefilter(\"ignore\")\n",
"print(f\"vbi version: {vbi.__version__}\")"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"SEED = 42\n",
"np.random.seed(SEED)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"LABELSIZE = 10\n",
"plt.rcParams[\"axes.labelsize\"] = LABELSIZE\n",
"plt.rcParams[\"xtick.labelsize\"] = LABELSIZE\n",
"plt.rcParams[\"ytick.labelsize\"] = LABELSIZE"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"OUT_DIR = \"output/mpr_sde_numba_cde_/\"\n",
"os.makedirs(OUT_DIR, exist_ok=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If False: (re)generate data; if True: load from disk when available."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"LOAD_DATA = True"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Simulation Helpers"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"def simulate_once(G_value: float, params: dict):\n",
" \"\"\"\n",
" Run one MPR_sde simulation for a given global coupling G_value.\n",
" Returns\n",
" -------\n",
" If RECORD_RV:\n",
" rv_t, r, v, bold_t, bold_d\n",
" else:\n",
" bold_t, bold_d\n",
" \"\"\"\n",
" par = deepcopy(params)\n",
" sde = MPR_sde(par)\n",
" control = {\"G\": G_value}\n",
" data = sde.run(control)\n",
" rv_t = data[\"rv_t\"]\n",
" rv_d = data[\"rv_d\"]\n",
" bold_t = data[\"bold_t\"]\n",
" bold_d = data[\"bold_d\"]\n",
" if par[\"RECORD_RV\"]:\n",
" n_nodes = par[\"weights\"].shape[0]\n",
" r = rv_d[:, :n_nodes]\n",
" v = rv_d[:, n_nodes:]\n",
" return rv_t, r, v, bold_t, bold_d\n",
" else:\n",
" return bold_t, bold_d"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"def simulate_batch(params: dict, controls, n_workers: int = 1):\n",
" \"\"\"\n",
" Run a batch of simulations in parallel with a progress bar.\n",
" Parameters\n",
" ----------\n",
" params : dict\n",
" Parameter dictionary for MPR_sde.\n",
" controls : iterable\n",
" Iterable of control values (e.g., G grid).\n",
" n_workers : int\n",
" Number of parallel workers.\n",
" Returns\n",
" -------\n",
" list\n",
" List of results from `simulate_once`.\n",
" \"\"\"\n",
" n = len(controls)\n",
" def _update(_):\n",
" pbar.update()\n",
" with Pool(processes=n_workers) as pool:\n",
" with tqdm(total=n, desc=\"Running simulations\") as pbar:\n",
" async_results = [\n",
" pool.apply_async(\n",
" simulate_once, args=(controls[i], params), callback=_update\n",
" )\n",
" for i in range(n)\n",
" ]\n",
" results = [res.get() for res in async_results]\n",
" return results"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"def plot_timeseries(rv_t, r, v, bold_t, bold_d, step: int = 10):\n",
" \"\"\"\n",
" Quick-look plots for state variables (r, v) and BOLD.\n",
" Parameters\n",
" ----------\n",
" rv_t, bold_t : 1D arrays\n",
" Time vectors (ms for rv_t, ms for bold_t).\n",
" r, v, bold_d : arrays\n",
" State variables and BOLD data.\n",
" step : int\n",
" Decimation for line density when plotting r, v.\n",
" \"\"\"\n",
" fig, ax = plt.subplots(3, 1, figsize=(12, 6), sharex=True)\n",
" ax[0].plot(rv_t[::step], r[::step, :], lw=0.1)\n",
" ax[1].plot(rv_t[::step], v[::step, :], lw=0.1)\n",
" ax[2].plot(bold_t, bold_d, lw=0.1)\n",
" ax[0].set_ylabel(\"r\")\n",
" ax[1].set_ylabel(\"v\")\n",
" ax[2].set_ylabel(\"BOLD\")\n",
" ax[2].set_xlabel(\"Time [ms]\")\n",
" ax[0].margins(x=0.01)\n",
" plt.tight_layout()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Toy Network Warm-Up (Complete Graph, n=6)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"n_nodes = 6\n",
"W = nx.to_numpy_array(nx.complete_graph(n_nodes))"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"params = {\n",
" \"G\": 0.01,\n",
" \"weights\": W,\n",
" \"t_end\": 10_000,\n",
" \"t_cut\": 1_000,\n",
" \"dt\": 0.01,\n",
" \"tau\": 1.0,\n",
" \"eta\": np.array([-4.6]),\n",
" \"rv_decimate\": 10, # in time steps\n",
" \"noise_amp\": 0.037,\n",
" \"tr\": 300.0, # ms\n",
" \"seed\": SEED,\n",
" \"RECORD_BOLD\": True,\n",
" \"RECORD_RV\": True,\n",
"}"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Warm-up run (sanity check)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"NaNs in r: 0\n"
]
}
],
"source": [
"rv_t, r, v, bold_t, bold_d = simulate_once(0.33, params)\n",
"print(\"NaNs in r:\", np.isnan(r).sum())"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Longer run for visualization"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"params[\"t_end\"] = 30_000\n",
"G0 = 0.33\n",
"rv_t, r, v, bold_t, bold_d = simulate_once(G0, params)\n",
"plot_timeseries(rv_t, r, v, bold_t, bold_d)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Check time steps"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[1. 1.] [300.] 1000.0 1001.0 29999.0\n"
]
}
],
"source": [
"print(np.diff(rv_t)[:2], np.diff(bold_t[:2]), rv_t[0], rv_t[1], rv_t[-1])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Parameter Sweep over G (Multiprocessing)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Running simulations: 100%|██████████| 4/4 [00:02<00:00, 1.59it/s]"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Num sweeps, shape of one result: 4 5\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\n"
]
}
],
"source": [
"G_grid = np.linspace(0.30, 0.35, 4, endpoint=True)\n",
"sweep_results = simulate_batch(params, G_grid, n_workers=4)\n",
"print(\"Num sweeps, shape of one result:\", len(sweep_results), len(sweep_results[0]))\n",
"# Example plotting:\n",
"# for i in range(len(G_grid)):\n",
"# rv_t, r, v, bold_t, bold_d = sweep_results[i]\n",
"# plot_timeseries(rv_t, r, v, bold_t, bold_d)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Whole-Connectome Setup"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"number of nodes: 84\n"
]
}
],
"source": [
"D = vbi.LoadSample(nn=84)\n",
"W_full = D.get_weights()\n",
"n_full = W_full.shape[0]\n",
"print(f\"number of nodes: {n_full}\")"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(1, 1, figsize=(4, 4.5))\n",
"ax.imshow(W_full, cmap=\"gray\", vmin=0, vmax=1)\n",
"ax.set_title(\"Connectivity (weights)\")\n",
"plt.tight_layout()"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
"TR = 300.0 # ms\n",
"fs = 1 / (TR / 1000.0) # Hz\n",
"t_cut_sec = 20 # for labeling only\n",
"theta_true = 0.7"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"par_obs = {\n",
" \"G\": theta_true,\n",
" \"weights\": W_full,\n",
" \"dt\": 0.01,\n",
" \"t_cut\": 20_000, # ms\n",
" \"t_end\": 100_000, # ms\n",
" \"tr\": TR,\n",
" \"rv_decimate\": 10,\n",
" \"seed\": SEED,\n",
" \"RECORD_RV\": True,\n",
" \"RECORD_BOLD\": True,\n",
"}"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Generate or load observation"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"NaNs: 0 0\n",
"rv_t.shape=(80000,), rv_d.shape=(80000, 168)\n",
"bold_d.shape=(266, 84), bold_t.shape=(266,)\n"
]
}
],
"source": [
"if not LOAD_DATA or (not os.path.exists(OUT_DIR + \"observation.npz\")):\n",
" obj = MPR_sde(par_obs)\n",
" sol = obj.run()\n",
" rv_d = sol[\"rv_d\"]\n",
" rv_t = sol[\"rv_t\"] / 1000.0 # s\n",
" bold_d = sol[\"bold_d\"]\n",
" bold_t = sol[\"bold_t\"] / 1000.0 # s\n",
" print(\"NaNs:\", np.isnan(bold_d).sum(), np.isnan(rv_d).sum())\n",
" print(f\"rv_t.shape={rv_t.shape}, rv_d.shape={rv_d.shape}\")\n",
" print(f\"bold_d.shape={bold_d.shape}, bold_t.shape={bold_t.shape}\")\n",
" np.savez(\n",
" OUT_DIR + \"observation.npz\",\n",
" xo=None, # placeholder; will fill after feature extraction\n",
" theta=theta_true,\n",
" bold_t=bold_t,\n",
" bold_d=bold_d,\n",
" rv_t=rv_t,\n",
" rv_d=rv_d,\n",
" )\n",
"else:\n",
" obs = np.load(OUT_DIR + \"observation.npz\")\n",
" bold_d = obs[\"bold_d\"]\n",
" bold_t = obs[\"bold_t\"]\n",
" rv_d = obs[\"rv_d\"]\n",
" rv_t = obs[\"rv_t\"]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Visualize Observation: States & BOLD"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(2, figsize=(15, 3.5), sharex=True)\n",
"ax[0].plot(rv_t, rv_d[:, :n_full], lw=0.1, alpha=0.1)\n",
"ax[1].plot(bold_t, bold_d[:, :], lw=0.1)\n",
"ax[0].set_ylabel(\"r\")\n",
"ax[1].set_ylabel(\"BOLD\")\n",
"ax[1].set_xlabel(\"Time [s]\")\n",
"ax[0].margins(0, 0.01)\n",
"ax[1].margins(0, 0.1)\n",
"plt.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Feature Extraction (Connectivity Domain)"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"from vbi import (\n",
" get_features_by_domain,\n",
" get_features_by_given_names,\n",
" report_cfg,\n",
" extract_features,\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Selected features:\n",
"------------------\n",
"■ Domain: connectivity\n",
" ▢ Function: fcd_stat\n",
" ▫ description: Extracts features from dynamic functional connectivity (FCD)\n",
" ▫ function : vbi.feature_extraction.features.fcd_stat\n",
" ▫ parameters : {'TR': 1.0, 'win_len': 30, 'positive': False, 'eigenvalues': True, 'masks': None, 'verbose': False, 'pca_num_components': 3, 'quantiles': [0.05, 0.25, 0.5, 0.75, 0.95], 'k': None, 'features': ['sum', 'max', 'min', 'mean', 'std', 'skew', 'kurtosis']}\n",
" ▫ tag : ['fmri', 'eeg', 'meg']\n",
" ▫ use : yes\n"
]
}
],
"source": [
"feat_cfg = get_features_by_domain(\"connectivity\")\n",
"feat_cfg = get_features_by_given_names(feat_cfg, [\"fcd_stat\"])\n",
"report_cfg(feat_cfg)"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [],
"source": [
"df_obs = extract_features(\n",
" [bold_d.T],\n",
" fs,\n",
" feat_cfg,\n",
" n_workers=mp.cpu_count(),\n",
" output_type=\"dataframe\",\n",
" verbose=False,\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Keep a compact feature set"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.microsoft.datawrangler.viewer.v0+json": {
"columns": [
{
"name": "index",
"rawType": "int64",
"type": "integer"
},
{
"name": "fcd_full_sum",
"rawType": "float32",
"type": "float"
},
{
"name": "fcd_full_ut_std",
"rawType": "float32",
"type": "float"
}
],
"ref": "83cf25c7-0db4-431e-8e11-3cc2061d2c71",
"rows": [
[
"0",
"8933.094",
"0.054202367"
]
],
"shape": {
"columns": 2,
"rows": 1
}
},
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" fcd_full_sum | \n",
" fcd_full_ut_std | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" 8933.09375 | \n",
" 0.054202 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" fcd_full_sum fcd_full_ut_std\n",
"0 8933.09375 0.054202"
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_obs = df_obs[[\"fcd_full_sum\", \"fcd_full_ut_std\"]]\n",
"x_obs = df_obs.values\n",
"df_obs.head(1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Update observation file with features"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [],
"source": [
"obs_path = OUT_DIR + \"observation.npz\"\n",
"obs_file = np.load(obs_path)\n",
"np.savez(\n",
" obs_path,\n",
" xo=x_obs,\n",
" theta=obs_file[\"theta\"],\n",
" bold_t=obs_file[\"bold_t\"],\n",
" bold_d=obs_file[\"bold_d\"],\n",
" rv_t=obs_file[\"rv_t\"],\n",
" rv_d=obs_file[\"rv_d\"],\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Prior & Training Data Generation"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [],
"source": [
"from vbi.utils import BoxUniform"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [],
"source": [
"num_sim = 200\n",
"G_min, G_max = 0.0, 1.0"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [],
"source": [
"prior_min = [G_min]\n",
"prior_max = [G_max]\n",
"prior = BoxUniform(low=prior_min, high=prior_max)\n",
"theta = prior.sample((num_sim,), seed=SEED)"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [],
"source": [
"par_train = {\n",
" \"G\": 0.506, # initial G; per-run control overrides this\n",
" \"weights\": W_full,\n",
" \"dt\": 0.01,\n",
" \"t_cut\": 20_000,\n",
" \"t_end\": 100_000, # ms\n",
" \"tr\": TR,\n",
" \"rv_decimate\": 10,\n",
" \"seed\": SEED,\n",
" \"RECORD_RV\": False,\n",
" \"RECORD_BOLD\": True,\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Running simulations: 100%|██████████| 200/200 [08:24<00:00, 2.52s/it]"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"bold_arr.shape: (200, 84, 266)\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\n"
]
}
],
"source": [
"if not LOAD_DATA or (not os.path.exists(OUT_DIR + \"bolds.npz\")):\n",
" sim_results = simulate_batch(par_train, theta.squeeze(), n_workers=mp.cpu_count())\n",
" # Each result: (bold_t, bold_d) because RECORD_RV=False\n",
" bold_list = [res[1].T for res in sim_results]\n",
" bold_arr = np.array(bold_list)\n",
" print(\"bold_arr.shape:\", bold_arr.shape)\n",
" np.savez(OUT_DIR + \"bolds.npz\", bolds=bold_arr, theta=theta)\n",
"else:\n",
" bold_arr = np.load(OUT_DIR + \"bolds.npz\")[\"bolds\"]"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████| 200/200 [00:02<00:00, 92.63it/s] \n"
]
}
],
"source": [
"df_train = extract_features(\n",
" bold_arr, fs, feat_cfg, n_workers=mp.cpu_count(), output_type=\"dataframe\", verbose=True\n",
")\n",
"X = df_train[[\"fcd_full_sum\", \"fcd_full_ut_std\"]].values\n",
"np.savez(OUT_DIR + \"training_data.npz\", theta=theta, X=X)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Train Density Estimator (MAF) & Posterior Summary"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [],
"source": [
"from vbi.utils import posterior_shrinkage_numpy, posterior_zscore_numpy\n",
"from vbi.cde import MAFEstimator\n",
"import autograd.numpy as anp"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Inferred dimensions: param_dim=1, feature_dim=2\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"Training: 53%|█████▎ | 531/1000 [00:08<00:07, 65.60it/s, patience=20/20, train=1.0555, val=1.0634]\n"
]
}
],
"source": [
"rng = anp.random.RandomState(SEED)\n",
"maf = MAFEstimator(n_flows=4, hidden_units=64)\n",
"maf.train(theta.astype(np.float32), X.astype(np.float32), n_iter=1000, learning_rate=2e-4)"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {},
"outputs": [],
"source": [
"samples = maf.sample(x_obs, n_samples=5000, rng=rng)[0]\n",
"shrinkage = posterior_shrinkage_numpy(theta, samples)\n",
"zscore = posterior_zscore_numpy(theta_true, samples)"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"True parameters: 0.7\n",
"MAF mean estimate: [0.7358813]\n",
"Posterior shrinkage: [0.951]\n",
"Posterior z-score: [0.552]\n"
]
}
],
"source": [
"print(\"True parameters: \", theta_true)\n",
"print(\"MAF mean estimate: \", np.mean(samples, axis=0))\n",
"print(\"Posterior shrinkage: \", np.array2string(shrinkage, precision=3, separator=\", \"))\n",
"print(\"Posterior z-score: \", np.array2string(zscore, precision=3, separator=\", \"))"
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {},
"outputs": [],
"source": [
"np.savez(OUT_DIR + \"samples.npz\", samples=samples, xo=x_obs, theta_true=theta_true)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Feature–Parameter Scatter (Quick Diagnostic)"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(1, 2, figsize=(8, 3))\n",
"ax[0].scatter(theta, X[:, 0], s=10, alpha=0.5)\n",
"ax[0].set_xlabel(\"G\")\n",
"ax[0].set_ylabel(\"fcd_full_sum\")\n",
"ax[1].scatter(theta, X[:, 1], s=10, alpha=0.5)\n",
"ax[1].set_xlabel(\"G\")\n",
"ax[1].set_ylabel(\"fcd_full_ut_std\")\n",
"plt.tight_layout()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### FC / FCD Visualization for Observation"
]
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {},
"outputs": [],
"source": [
"from vbi.feature_extraction.features_utils import get_fc, get_fcd\n",
"from mpl_toolkits.axes_grid1 import make_axes_locatable"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {},
"outputs": [],
"source": [
"obs = np.load(OUT_DIR + \"observation.npz\")\n",
"bold_d = obs[\"bold_d\"] # (T, N)\n",
"bold_t = obs[\"bold_t\"] # (T,)"
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {},
"outputs": [],
"source": [
"FC = get_fc(bold_d.T)[\"full\"]\n",
"FCD = get_fcd(bold_d.T, win_len=25)[\"full\"]"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"mosaic = \"\"\"\n",
"AA\n",
"BC\n",
"\"\"\"\n",
"fig = plt.figure(constrained_layout=True, figsize=(8, 5))\n",
"axd = fig.subplot_mosaic(mosaic)\n",
"axd[\"A\"].plot(bold_d, lw=0.5, alpha=0.5)\n",
"im0 = axd[\"B\"].imshow(FCD, cmap=\"jet\", vmin=-0.2, vmax=1)\n",
"im1 = axd[\"C\"].imshow(FC, cmap=\"jet\", vmin=0, vmax=1)\n",
"for key, im in [(\"B\", im0), (\"C\", im1)]:\n",
" div = make_axes_locatable(axd[key])\n",
" cax = div.append_axes(\"right\", size=\"5%\", pad=0.05)\n",
" fig.colorbar(im, cax=cax)\n",
"axd[\"A\"].set_title(\"BOLD\")\n",
"axd[\"B\"].set_title(\"FCD\")\n",
"axd[\"B\"].set_xlabel(\"Time window index\")\n",
"axd[\"B\"].set_ylabel(\"Time window index\")\n",
"axd[\"C\"].set_title(\"FC\")\n",
"axd[\"C\"].set_xlabel(\"Node index\")\n",
"axd[\"C\"].set_ylabel(\"Node index\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Posterior Plot (Pairplot)"
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {},
"outputs": [],
"source": [
"from vbi.plot import pairplot_numpy"
]
},
{
"cell_type": "code",
"execution_count": 48,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"limits = [[lo, hi] for lo, hi in zip(prior_min, prior_max)]\n",
"fig, ax = pairplot_numpy(\n",
" samples,\n",
" limits=limits,\n",
" figsize=(5, 5),\n",
" points=np.array([theta_true]).reshape(1, -1),\n",
" labels=[\"G\"],\n",
" offdiag=\"kde\",\n",
" diag=\"kde\",\n",
" fig_kwargs=dict(points_offdiag=dict(marker=\"*\", markersize=10), points_colors=[\"g\"]),\n",
" diag_kwargs={\"mpl_kwargs\": {\"color\": \"r\"}},\n",
")\n",
"plt.legend([\"posterior\", \"True\"], loc=\"upper left\", fontsize=12, frameon=False)\n",
"fig.savefig(OUT_DIR + \"/G.png\", dpi=150)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 2
}