{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# [Wong-Wang SDE Full Model, Cupy](https://github.com/Ziaeemehr/vbi_paper/blob/main/docs/examples/ww_full_sde_cupy.ipynb)\n",
"\n",
"\n",
"
"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import vbi\n",
"import torch\n",
"import warnings\n",
"import numpy as np\n",
"import pandas as pd\n",
"from cmaes import CMA\n",
"import networkx as nx\n",
"import sbi.utils as utils\n",
"from copy import deepcopy\n",
"from vbi.utils import timer\n",
"import multiprocessing as mp\n",
"import matplotlib.pyplot as plt\n",
"from vbi.sbi_inference import Inference\n",
"from vbi.models.cupy.ww import WW_sde\n",
"from vbi.feature_extraction.features_utils import get_fcd\n",
"from vbi import (\n",
" extract_features,\n",
" get_features_by_domain,\n",
" get_features_by_given_names,\n",
" update_cfg,\n",
")\n",
"\n",
"warnings.simplefilter(\"ignore\")"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"seed = 42\n",
"np.random.seed(seed)\n",
"torch.manual_seed(seed);\n",
"\n",
"LABESSIZE = 10\n",
"plt.rcParams[\"axes.labelsize\"] = LABESSIZE\n",
"plt.rcParams[\"xtick.labelsize\"] = LABESSIZE\n",
"plt.rcParams[\"ytick.labelsize\"] = LABESSIZE"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"\n",
"path = \"output\"\n",
"os.makedirs(\"output/ww_full\", exist_ok=True)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"def wrapper(par):\n",
" ''' Wrapper function to run the WW_sde model with given parameters.'''\n",
" par = deepcopy(par)\n",
" sde = WW_sde(par)\n",
" data = sde.run()\n",
" S_t = data[\"t\"]\n",
" S_d = data[\"S\"]\n",
" bold_d = data[\"bold_d\"]\n",
" bold_t = data[\"bold_t\"]\n",
" if par[\"RECORD_S\"]:\n",
" return S_t, S_d, bold_t, bold_d\n",
" else:\n",
" return bold_t, bold_d\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"# --- define feature extraction configuration ---\n",
"\n",
"cfg = get_features_by_domain(\"connectivity\")\n",
"cfg = get_features_by_given_names(cfg, [\"fcd_stat\"])\n",
"cfg = update_cfg(cfg, \"fcd_stat\", parameters={\"k\": None, \"win_len\": 30, \"TR\": 0.5})\n",
"# report_cfg(cfg)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"number of nodes: 88\n"
]
}
],
"source": [
"# --- load connectivity matrix ---\n",
"\n",
"D = vbi.LoadSample(nn=88)\n",
"weights = D.get_weights()\n",
"nn = weights.shape[0]\n",
"print(f\"number of nodes: {nn}\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# --- Simulation Parameters ---\n",
"\n",
"params = {\n",
" \"weights\": weights,\n",
" \"engine\": \"cpu\", # \"gpu\"\n",
" \"RECORD_S\": False,\n",
" \"G_exc\": 1.166,\n",
" \"ext_current\": 0.09,\n",
" \"num_sim\": 1,\n",
" \"sigma\": 0.05,\n",
" \"t_cut\": 0.5 * 60 * 1000.0,\n",
" \"t_end\": 3 * 60 * 1000.0,\n",
" \"s_decimate\": 10,\n",
" \"dt\": 2.5,\n",
" \"tr\": 300.0,\n",
" \"seed\": seed,\n",
" \"dtype\": \"float32\",\n",
"}\n",
"\n",
"bold_t, bold_d = wrapper(params)\n",
"bold_d = np.transpose(bold_d, (2, 1, 0))\n",
"\n",
"df = extract_features(\n",
" bold_d, 1, cfg, n_workers=10, output_type=\"dataframe\", verbose=False\n",
")\n",
"print(df[[\"fcd_full_ut_std\"]].values[0])"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"theta_true = [params[\"G_exc\"], params[\"ext_current\"]]\n",
"np.savez(\"output/ww_full/observation.npz\", bold_t=bold_t, bold_d=bold_d, theta=theta_true)\n",
"df.to_csv(\"output/ww_full/observation.csv\", index=False)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fcd = get_fcd(bold_d[0], win_len=30, TR=0.5)[\"full\"]\n",
"\n",
"plt.figure(figsize=(12, 4))\n",
"ax1 = plt.subplot(121)\n",
"ax1.plot(bold_t/1000, bold_d[0, ...].T, lw=1, alpha=0.2)\n",
"ax1.set_xlabel('Time (s)')\n",
"ax2 = plt.subplot(122)\n",
"im = ax2.imshow(fcd, cmap=\"viridis\", aspect=\"equal\")\n",
"plt.colorbar(im, ax=ax2)\n",
"plt.xlabel('Time shift')\n",
"plt.ylabel('Time shift')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To estimate `G_exc` and `ext_current`: \n",
"1. Set appropriate prior intervals. \n",
"2. Generate simulated training data. \n",
"3. Extract relevant features. \n",
"4. Train neural network to build posterior. \n",
"5. Sample from posterior distribution. \n",
"6. Visualize posterior distributions."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"num_sim = 2*1024\n",
"gmin, gmax = 0., 2.0\n",
"imin, imax = 0.0, 1.0\n",
"prior_min = [gmin, imin]\n",
"prior_max = [gmax, imax]\n",
"prior = utils.torchutils.BoxUniform(\n",
" low=torch.as_tensor(prior_min), high=torch.as_tensor(prior_max)\n",
")\n",
"\n",
"obj = Inference()\n",
"theta = obj.sample_prior(prior, num_sim, seed=seed)\n",
"torch.save(theta, os.path.join(path, \"theta.pt\"))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"ext_current = theta[:, 1].numpy().squeeze()\n",
"G_exc = theta[:, 0].numpy().squeeze()\n",
"\n",
"params = {\n",
" \"weights\": weights,\n",
" \"engine\": \"gpu\", # \"gpu\"\n",
" \"RECORD_S\": False,\n",
" \"G_exc\": 1.166,\n",
" \"ext_current\": ext_current,\n",
" \"num_sim\": num_sim,\n",
" \"sigma\": 0.05,\n",
" \"t_cut\": 0.5 * 60 * 1000.0,\n",
" \"t_end\": 3 * 60 * 1000.0,\n",
" \"s_decimate\": 10,\n",
" \"dt\": 2.5,\n",
" \"tr\": 300.0,\n",
" \"seed\": seed,\n",
" \"dtype\": \"float32\",\n",
"}\n",
"\n",
"params[\"G_exc\"] = G_exc\n",
"params[\"ext_current\"] = ext_current\n",
"\n",
"bold_t, bold_d = wrapper(params)\n",
"bold_d = np.transpose(bold_d, (2, 1, 0))\n",
"print(bold_d.shape, bold_t.shape)\n",
"\n",
"df = extract_features(\n",
" bold_d, 1, cfg, n_workers=10, output_type=\"dataframe\", verbose=True\n",
")\n"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"np.savez(\"output/ww_full/ww_sde_data.npz\", bold_t=bold_t, bold_d=bold_d, theta=theta.numpy())\n",
"df.to_pickle(\"output/ww_full/ww_sde_features.pickle\")"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"# drop columns with low variance, keep retained column indices \n",
"remained_columns = df.std() > 0.01\n",
"df = df.loc[:, remained_columns]\n",
"x = df.values \n",
"x = torch.tensor(x, dtype=torch.float32)\n",
"torch.save(x, \"output/ww_full/ww_sde_features.pt\")\n",
"torch.save(prior, \"output/ww_full/prior.pt\")"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"remained_columns.to_csv(\"output/ww_full/remained_columns.csv\", index=False)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(torch.Size([2048, 18]), torch.Size([2048, 2]))"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"x.shape, theta.shape"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"obj = Inference()\n",
"posterior = obj.train(theta, x, prior, num_threads=8)\n",
"torch.save(posterior, \"output/ww_full/posterior.pt\")"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"df_obs = pd.read_csv(\"output/ww_full/observation.csv\")\n",
"df_obs = df_obs.loc[:, remained_columns]\n",
"x_obs = torch.tensor(df_obs.values.squeeze(), dtype=torch.float32)"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "6db6e5628a8c4cb7b02dbb8083ab04e8",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Drawing 10000 posterior samples: 0%| | 0/10000 [00:00, ?it/s]"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"samples = obj.sample_posterior(x_obs, 10000, posterior)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from sbi.analysis import pairplot\n",
"\n",
"limits = [[i, j] for i, j in zip(prior_min, prior_max)]\n",
"fig, ax = pairplot(\n",
" samples,\n",
" limits=limits,\n",
" figsize=(5, 5),\n",
" points=[theta_true],\n",
" labels=[\"G_exc\", \"ext_current\"],\n",
" offdiag='kde',\n",
" diag='kde',\n",
" fig_kwargs=dict(\n",
" points_offdiag=dict(marker=\"*\", markersize=10),\n",
" points_colors=[\"g\"]),\n",
" diag_kwargs={\"mpl_kwargs\": {\"color\": \"r\"}},\n",
" upper_kwargs={\"mpl_kwargs\": {\"cmap\": \"Blues\"}},\n",
")"
]
}
],
"metadata": {
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 2
}