diff --git a/docs/source/interfaces.ipynb b/docs/source/interfaces.ipynb index 33346c9e..c80bb913 100644 --- a/docs/source/interfaces.ipynb +++ b/docs/source/interfaces.ipynb @@ -2513,7 +2513,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -2527,9 +2527,9 @@ " Note: last ndays timepoints is assumed to represent last n-days of simulation.\n", " \"\"\"\n", " dataQoI = samples[contexts[0]].detach().numpy()\n", - " print(dataQoI.shape)\n", " return np.mean(dataQoI[:, -ndays:], axis=1)\n", "\n", + "\n", "start_time = 0.0\n", "end_time = 40.0\n", "logging_step_size = 1.0\n", @@ -2539,7 +2539,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -2549,57 +2549,36 @@ "C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\interfaces.py:870: UserWarning: risk_bound is not a List. Forcing it to be a list.\n", " warnings.warn(\"risk_bound is not a List. Forcing it to be a list.\")\n", "C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\interfaces.py:873: UserWarning: qoi is not a List. Forcing it to be a list.\n", - " warnings.warn(\"qoi is not a List. Forcing it to be a list.\")\n" + " warnings.warn(\"qoi is not a List. Forcing it to be a list.\")\n", + " 40%|████ | 8/20 [00:04<00:07, 1.62it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "(1, 1, 39)\n" + "Optimal policy: tensor([0.2032], dtype=torch.float64)\n", + "{'policy': tensor([0.2032], dtype=torch.float64), 'OptResults': message: ['requested number of basinhopping iterations completed successfully']\n", + " success: True\n", + " fun: 0.14687910929135808\n", + " x: [ 2.032e-01]\n", + " nit: 1\n", + " minimization_failures: 0\n", + " nfev: 8\n", + " lowest_optimization_result: message: Optimization terminated successfully.\n", + " success: True\n", + " status: 1\n", + " fun: 0.14687910929135808\n", + " x: [ 2.031e-01]\n", + " nfev: 8\n", + " maxcv: 0.0}\n" ] }, { "name": "stderr", "output_type": "stream", - "text": [] - }, - { - "name": "stdout", - "output_type": "stream", "text": [ - "(100, 1, 39)\n", - "1\n", - "(100, 39) [367.1674 367.38446 367.64117 367.94476 368.30368 368.42972 368.56244\n", - " 368.7022 368.84943 369.0044 369.16754 369.3393 369.52005 369.71027\n", - " 369.9104 370.12094 370.3424 370.5753 370.82013 371.0775 371.34805\n", - " 371.6323 371.93088 372.24448 372.57373 372.91934 373.282 373.66248\n", - " 374.0615 374.47977 374.91812 375.37735 375.85825 376.3616 376.88828\n", - " 377.43906 378.0148 378.61633 379.24448]\n" - ] - }, - { - "ename": "ValueError", - "evalue": "setting an array element with a sequence.", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)", - "\u001b[1;31mTypeError\u001b[0m: only length-1 arrays can be converted to Python scalars", - "\nThe above exception was the direct cause of the following exception:\n", - "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[7], line 15\u001b[0m\n\u001b[0;32m 8\u001b[0m objfun \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mlambda\u001b[39;00m x: np\u001b[38;5;241m.\u001b[39mabs(p_cbeta_current \u001b[38;5;241m-\u001b[39m x)\n\u001b[0;32m 10\u001b[0m static_parameter_interventions \u001b[38;5;241m=\u001b[39m param_value_objective(\n\u001b[0;32m 11\u001b[0m param_name \u001b[38;5;241m=\u001b[39m intervened_params,\n\u001b[0;32m 12\u001b[0m param_value \u001b[38;5;241m=\u001b[39m [\u001b[38;5;28;01mlambda\u001b[39;00m x: torch\u001b[38;5;241m.\u001b[39mtensor([x])],\n\u001b[0;32m 13\u001b[0m start_time \u001b[38;5;241m=\u001b[39m intervention_time,\n\u001b[0;32m 14\u001b[0m )\n\u001b[1;32m---> 15\u001b[0m opt_result \u001b[38;5;241m=\u001b[39m \u001b[43mpyciemss\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptimize\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 16\u001b[0m \u001b[43m \u001b[49m\u001b[43mmodel3\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 17\u001b[0m \u001b[43m \u001b[49m\u001b[43mend_time\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 18\u001b[0m \u001b[43m \u001b[49m\u001b[43mlogging_step_size\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 19\u001b[0m \u001b[43m \u001b[49m\u001b[43mqoi\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 20\u001b[0m \u001b[43m \u001b[49m\u001b[43mrisk_bound\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 21\u001b[0m \u001b[43m \u001b[49m\u001b[43mstatic_parameter_interventions\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 22\u001b[0m \u001b[43m \u001b[49m\u001b[43mobjfun\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 23\u001b[0m \u001b[43m \u001b[49m\u001b[43minitial_guess_interventions\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43minitial_guess_interventions\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 24\u001b[0m \u001b[43m \u001b[49m\u001b[43mbounds_interventions\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mbounds_interventions\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 25\u001b[0m \u001b[43m \u001b[49m\u001b[43mstart_time\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m0.0\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m 26\u001b[0m \u001b[43m \u001b[49m\u001b[43mn_samples_ouu\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mint\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m1e2\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 27\u001b[0m \u001b[43m \u001b[49m\u001b[43mmaxiter\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m 28\u001b[0m \u001b[43m \u001b[49m\u001b[43mmaxfeval\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m20\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m 29\u001b[0m \u001b[43m \u001b[49m\u001b[43msolver_method\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43meuler\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m 30\u001b[0m \u001b[43m \u001b[49m\u001b[43msolver_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m{\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mstep_size\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mlogging_step_size\u001b[49m\u001b[38;5;241;43m/\u001b[39;49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[43m}\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 31\u001b[0m \u001b[43m)\u001b[49m\n\u001b[0;32m 32\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mOptimal policy:\u001b[39m\u001b[38;5;124m'\u001b[39m, opt_result[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpolicy\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n\u001b[0;32m 33\u001b[0m \u001b[38;5;28mprint\u001b[39m(opt_result)\n", - "File \u001b[1;32m~\\Documents\\GitHub\\pyciemss\\pyciemss\\interfaces.py:953\u001b[0m, in \u001b[0;36moptimize\u001b[1;34m(model_path_or_json, end_time, logging_step_size, qoi, risk_bound, static_parameter_interventions, objfun, initial_guess_interventions, bounds_interventions, alpha, solver_method, solver_options, start_time, inferred_parameters, fixed_static_parameter_interventions, n_samples_ouu, maxiter, maxfeval, verbose, roundup_decimal)\u001b[0m\n\u001b[0;32m 943\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m objfun(x)\n\u001b[0;32m 945\u001b[0m start_time \u001b[38;5;241m=\u001b[39m time\u001b[38;5;241m.\u001b[39mtime()\n\u001b[0;32m 946\u001b[0m opt_results \u001b[38;5;241m=\u001b[39m \u001b[43msolveOUU\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 947\u001b[0m \u001b[43m \u001b[49m\u001b[43mx0\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43minitial_guess_interventions\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 948\u001b[0m \u001b[43m \u001b[49m\u001b[43mobjfun\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mobjfun_penalty\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 949\u001b[0m \u001b[43m \u001b[49m\u001b[43mconstraints\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mconstraints\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 950\u001b[0m \u001b[43m \u001b[49m\u001b[43mmaxiter\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmaxiter\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 951\u001b[0m \u001b[43m \u001b[49m\u001b[43mmaxfeval\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmaxfeval\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 952\u001b[0m \u001b[43m \u001b[49m\u001b[43mu_bounds\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mbounds_np\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m--> 953\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msolve\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 955\u001b[0m \u001b[38;5;66;03m# Rounding up to given number of decimal places\u001b[39;00m\n\u001b[0;32m 956\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mround_up\u001b[39m(num, dec\u001b[38;5;241m=\u001b[39mroundup_decimal):\n", - "File \u001b[1;32m~\\Documents\\GitHub\\pyciemss\\pyciemss\\ouu\\ouu.py:230\u001b[0m, in \u001b[0;36msolveOUU.solve\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 226\u001b[0m take_step \u001b[38;5;241m=\u001b[39m RandomDisplacementBounds(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mu_bounds[\u001b[38;5;241m0\u001b[39m, :], \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mu_bounds[\u001b[38;5;241m1\u001b[39m, :])\n\u001b[0;32m 227\u001b[0m \u001b[38;5;66;03m# result = basinhopping(self._vrate, u_init, stepsize=stepsize, T=1.5,\u001b[39;00m\n\u001b[0;32m 228\u001b[0m \u001b[38;5;66;03m# niter=self.maxiter, minimizer_kwargs=minimizer_kwargs, take_step=take_step, interval=2)\u001b[39;00m\n\u001b[1;32m--> 230\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[43mbasinhopping\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 231\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mobjfun\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 232\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mx0\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 233\u001b[0m \u001b[43m \u001b[49m\u001b[43mT\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m1.5\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m 234\u001b[0m \u001b[43m \u001b[49m\u001b[43mniter\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmaxiter\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 235\u001b[0m \u001b[43m \u001b[49m\u001b[43mminimizer_kwargs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mminimizer_kwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 236\u001b[0m \u001b[43m \u001b[49m\u001b[43mtake_step\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtake_step\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 237\u001b[0m \u001b[43m \u001b[49m\u001b[43minterval\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m 238\u001b[0m \u001b[43m \u001b[49m\u001b[43mdisp\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[0;32m 239\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 241\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n", - "File \u001b[1;32mc:\\Users\\Anirban\\anaconda3\\envs\\askem\\lib\\site-packages\\scipy\\optimize\\_basinhopping.py:714\u001b[0m, in \u001b[0;36mbasinhopping\u001b[1;34m(func, x0, niter, T, stepsize, minimizer_kwargs, take_step, accept_test, callback, interval, disp, niter_success, seed, target_accept_rate, stepwise_factor)\u001b[0m\n\u001b[0;32m 711\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m niter_success \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 712\u001b[0m niter_success \u001b[38;5;241m=\u001b[39m niter \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m2\u001b[39m\n\u001b[1;32m--> 714\u001b[0m bh \u001b[38;5;241m=\u001b[39m \u001b[43mBasinHoppingRunner\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx0\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mwrapped_minimizer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtake_step_wrapped\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 715\u001b[0m \u001b[43m \u001b[49m\u001b[43maccept_tests\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdisp\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdisp\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 717\u001b[0m \u001b[38;5;66;03m# The wrapped minimizer is called once during construction of\u001b[39;00m\n\u001b[0;32m 718\u001b[0m \u001b[38;5;66;03m# BasinHoppingRunner, so run the callback\u001b[39;00m\n\u001b[0;32m 719\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mcallable\u001b[39m(callback):\n", - "File \u001b[1;32mc:\\Users\\Anirban\\anaconda3\\envs\\askem\\lib\\site-packages\\scipy\\optimize\\_basinhopping.py:78\u001b[0m, in \u001b[0;36mBasinHoppingRunner.__init__\u001b[1;34m(self, x0, minimizer, step_taking, accept_tests, disp)\u001b[0m\n\u001b[0;32m 75\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mres\u001b[38;5;241m.\u001b[39mminimization_failures \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m\n\u001b[0;32m 77\u001b[0m \u001b[38;5;66;03m# do initial minimization\u001b[39;00m\n\u001b[1;32m---> 78\u001b[0m minres \u001b[38;5;241m=\u001b[39m \u001b[43mminimizer\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mx\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 79\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m minres\u001b[38;5;241m.\u001b[39msuccess:\n\u001b[0;32m 80\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mres\u001b[38;5;241m.\u001b[39mminimization_failures \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n", - "File \u001b[1;32mc:\\Users\\Anirban\\anaconda3\\envs\\askem\\lib\\site-packages\\scipy\\optimize\\_basinhopping.py:303\u001b[0m, in \u001b[0;36mMinimizerWrapper.__call__\u001b[1;34m(self, x0)\u001b[0m\n\u001b[0;32m 301\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mminimizer(x0, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mkwargs)\n\u001b[0;32m 302\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 303\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mminimizer(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfunc, x0, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mkwargs)\n", - "File \u001b[1;32mc:\\Users\\Anirban\\anaconda3\\envs\\askem\\lib\\site-packages\\scipy\\optimize\\_minimize.py:716\u001b[0m, in \u001b[0;36mminimize\u001b[1;34m(fun, x0, args, method, jac, hess, hessp, bounds, constraints, tol, callback, options)\u001b[0m\n\u001b[0;32m 713\u001b[0m res \u001b[38;5;241m=\u001b[39m _minimize_tnc(fun, x0, args, jac, bounds, callback\u001b[38;5;241m=\u001b[39mcallback,\n\u001b[0;32m 714\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39moptions)\n\u001b[0;32m 715\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m meth \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcobyla\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[1;32m--> 716\u001b[0m res \u001b[38;5;241m=\u001b[39m _minimize_cobyla(fun, x0, args, constraints, callback\u001b[38;5;241m=\u001b[39mcallback,\n\u001b[0;32m 717\u001b[0m bounds\u001b[38;5;241m=\u001b[39mbounds, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39moptions)\n\u001b[0;32m 718\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m meth \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mslsqp\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[0;32m 719\u001b[0m res \u001b[38;5;241m=\u001b[39m _minimize_slsqp(fun, x0, args, jac, bounds,\n\u001b[0;32m 720\u001b[0m constraints, callback\u001b[38;5;241m=\u001b[39mcallback, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39moptions)\n", - "File \u001b[1;32mc:\\Users\\Anirban\\anaconda3\\envs\\askem\\lib\\site-packages\\scipy\\optimize\\_cobyla_py.py:35\u001b[0m, in \u001b[0;36msynchronized..wrapper\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m 32\u001b[0m \u001b[38;5;129m@functools\u001b[39m\u001b[38;5;241m.\u001b[39mwraps(func)\n\u001b[0;32m 33\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mwrapper\u001b[39m(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[0;32m 34\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m _module_lock:\n\u001b[1;32m---> 35\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m func(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n", - "File \u001b[1;32mc:\\Users\\Anirban\\anaconda3\\envs\\askem\\lib\\site-packages\\scipy\\optimize\\_cobyla_py.py:266\u001b[0m, in \u001b[0;36m_minimize_cobyla\u001b[1;34m(fun, x0, args, constraints, rhobeg, tol, maxiter, disp, catol, callback, bounds, **unknown_options)\u001b[0m\n\u001b[0;32m 264\u001b[0m cons_lengths \u001b[38;5;241m=\u001b[39m []\n\u001b[0;32m 265\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m c \u001b[38;5;129;01min\u001b[39;00m constraints:\n\u001b[1;32m--> 266\u001b[0m f \u001b[38;5;241m=\u001b[39m \u001b[43mc\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mfun\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx0\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mc\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43margs\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 267\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m 268\u001b[0m cons_length \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(f)\n", - "File \u001b[1;32m~\\Documents\\GitHub\\pyciemss\\pyciemss\\interfaces.py:925\u001b[0m, in \u001b[0;36moptimize..\u001b[1;34m(x)\u001b[0m\n\u001b[0;32m 921\u001b[0m RISK\u001b[38;5;241m.\u001b[39mnum_samples \u001b[38;5;241m=\u001b[39m n_samples_ouu\n\u001b[0;32m 922\u001b[0m \u001b[38;5;66;03m# Define constraints >= 0\u001b[39;00m\n\u001b[0;32m 923\u001b[0m constraints \u001b[38;5;241m=\u001b[39m (\n\u001b[0;32m 924\u001b[0m \u001b[38;5;66;03m# risk constraint\u001b[39;00m\n\u001b[1;32m--> 925\u001b[0m {\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtype\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mineq\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfun\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;28;01mlambda\u001b[39;00m x: np\u001b[38;5;241m.\u001b[39marray(risk_bound) \u001b[38;5;241m-\u001b[39m \u001b[43mRISK\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m)\u001b[49m},\n\u001b[0;32m 926\u001b[0m \u001b[38;5;66;03m# bounds on control\u001b[39;00m\n\u001b[0;32m 927\u001b[0m {\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtype\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mineq\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfun\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;28;01mlambda\u001b[39;00m x: x \u001b[38;5;241m-\u001b[39m u_min},\n\u001b[0;32m 928\u001b[0m {\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtype\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mineq\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfun\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;28;01mlambda\u001b[39;00m x: u_max \u001b[38;5;241m-\u001b[39m x},\n\u001b[0;32m 929\u001b[0m )\n\u001b[0;32m 930\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m verbose:\n\u001b[0;32m 931\u001b[0m \u001b[38;5;28mprint\u001b[39m(\n\u001b[0;32m 932\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mPerforming risk-based optimization under uncertainty (using alpha-superquantile)\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 933\u001b[0m )\n", - "File \u001b[1;32m~\\Documents\\GitHub\\pyciemss\\pyciemss\\ouu\\ouu.py:122\u001b[0m, in \u001b[0;36mcomputeRisk.__call__\u001b[1;34m(self, x)\u001b[0m\n\u001b[0;32m 120\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mqoi)):\n\u001b[0;32m 121\u001b[0m \u001b[38;5;28mprint\u001b[39m(sample_qoi[i]\u001b[38;5;241m.\u001b[39mshape, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mrisk_measure[i](sample_qoi[i]))\n\u001b[1;32m--> 122\u001b[0m \u001b[43mrisk_estimate\u001b[49m\u001b[43m[\u001b[49m\u001b[43mi\u001b[49m\u001b[43m]\u001b[49m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mrisk_measure[i](sample_qoi[i])\n\u001b[0;32m 123\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m risk_estimate\n", - "\u001b[1;31mValueError\u001b[0m: setting an array element with a sequence." + "\n" ] } ], @@ -2613,9 +2592,14 @@ "qoi = lambda x: obs_nday_average_qoi(x, observed_params, 1)\n", "objfun = lambda x: np.abs(p_cbeta_current - x)\n", "\n", + "# static_parameter_interventions = param_value_objective(\n", + "# param_name = intervened_params,\n", + "# param_value = [lambda x: torch.tensor([x])],\n", + "# start_time = intervention_time,\n", + "# )\n", "static_parameter_interventions = param_value_objective(\n", " param_name = intervened_params,\n", - " param_value = [lambda x: torch.tensor([x])],\n", + " param_value = [lambda x: torch.tensor(x)],\n", " start_time = intervention_time,\n", ")\n", "opt_result = pyciemss.optimize(\n", @@ -2648,7 +2632,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -2688,8 +2672,8 @@ " 0\n", " 0\n", " 0.0\n", - " 0.378897\n", - " 18.709511\n", + " 0.280763\n", + " 14.793388\n", " 1000.000000\n", " 1.000000\n", " 0.000000\n", @@ -2699,44 +2683,44 @@ " 1\n", " 0\n", " 1.0\n", - " 0.378897\n", - " 18.709511\n", - " 999.553711\n", - " 1.383288\n", - " 0.063037\n", + " 0.280763\n", + " 14.793388\n", + " 999.687866\n", + " 1.236911\n", + " 0.075242\n", " \n", " \n", " 2\n", " 2\n", " 0\n", " 2.0\n", - " 0.378897\n", - " 18.709511\n", - " 998.936829\n", - " 1.913106\n", - " 0.150228\n", + " 0.280763\n", + " 14.793388\n", + " 999.301880\n", + " 1.529800\n", + " 0.168305\n", " \n", " \n", " 3\n", " 3\n", " 0\n", " 3.0\n", - " 0.378897\n", - " 18.709511\n", - " 998.084229\n", - " 2.645126\n", - " 0.270797\n", + " 0.280763\n", + " 14.793388\n", + " 998.824829\n", + " 1.891816\n", + " 0.283398\n", " \n", " \n", " 4\n", " 4\n", " 0\n", " 4.0\n", - " 0.378897\n", - " 18.709511\n", - " 996.906738\n", - " 3.655854\n", - " 0.437469\n", + " 0.280763\n", + " 14.793388\n", + " 998.234985\n", + " 2.339150\n", + " 0.425717\n", " \n", " \n", "\n", @@ -2744,18 +2728,18 @@ ], "text/plain": [ " timepoint_id sample_id timepoint_unknown persistent_p_cbeta_param \\\n", - "0 0 0 0.0 0.378897 \n", - "1 1 0 1.0 0.378897 \n", - "2 2 0 2.0 0.378897 \n", - "3 3 0 3.0 0.378897 \n", - "4 4 0 4.0 0.378897 \n", + "0 0 0 0.0 0.280763 \n", + "1 1 0 1.0 0.280763 \n", + "2 2 0 2.0 0.280763 \n", + "3 3 0 3.0 0.280763 \n", + "4 4 0 4.0 0.280763 \n", "\n", " persistent_p_tr_param S_state I_state R_state \n", - "0 18.709511 1000.000000 1.000000 0.000000 \n", - "1 18.709511 999.553711 1.383288 0.063037 \n", - "2 18.709511 998.936829 1.913106 0.150228 \n", - "3 18.709511 998.084229 2.645126 0.270797 \n", - "4 18.709511 996.906738 3.655854 0.437469 " + "0 14.793388 1000.000000 1.000000 0.000000 \n", + "1 14.793388 999.687866 1.236911 0.075242 \n", + "2 14.793388 999.301880 1.529800 0.168305 \n", + "3 14.793388 998.824829 1.891816 0.283398 \n", + "4 14.793388 998.234985 2.339150 0.425717 " ] }, "metadata": {}, @@ -2763,12 +2747,12 @@ }, { "data": { - "image/png": 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", "text/plain": [ "" ] }, - "execution_count": 28, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -2813,124 +2797,38 @@ "C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\interfaces.py:870: UserWarning: risk_bound is not a List. Forcing it to be a list.\n", " warnings.warn(\"risk_bound is not a List. Forcing it to be a list.\")\n", "C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\interfaces.py:873: UserWarning: qoi is not a List. Forcing it to be a list.\n", - " warnings.warn(\"qoi is not a List. Forcing it to be a list.\")\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(1, 39)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n", - "\u001b[A" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(100, 39)\n", - "1\n", - "(100,) 39.33702926635742\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n", - "\u001b[A" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(100, 39)\n", - "1\n", - "(100,) 39.33702926635742\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n", - "\u001b[A" + " warnings.warn(\"qoi is not a List. Forcing it to be a list.\")\n", + "22it [00:12, 1.70it/s] " ] }, { "name": "stdout", "output_type": "stream", "text": [ - "(100, 39)\n", - "1\n", - "(100,) 80.95868682861328\n", - "(100, 39)\n", - "1\n", - "(100,) 263.82470703125\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n", - "\u001b[A" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(100, 39)\n", - "1\n", - "(100,) 263.82470703125\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n", - "6it [00:03, 1.95it/s]" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(100, 39)\n", - "1\n", - "(100,) 320.8477355957031\n", - "Optimal policy: tensor([4.], dtype=torch.float64)\n", - "{'policy': tensor([4.], dtype=torch.float64), 'OptResults': message: ['requested number of basinhopping iterations completed successfully']\n", + "Optimal policy: tensor([14.5028], dtype=torch.float64)\n", + "{'policy': tensor([14.5028], dtype=torch.float64), 'OptResults': message: ['requested number of basinhopping iterations completed successfully']\n", " success: False\n", - " fun: -4.0\n", - " x: [ 4.000e+00]\n", + " fun: -14.502736622883628\n", + " x: [ 1.450e+01]\n", " nit: 1\n", " minimization_failures: 2\n", - " nfev: 4\n", - " lowest_optimization_result: message: Maximum number of function evaluations has been exceeded.\n", + " nfev: 20\n", + " lowest_optimization_result: message: Did not converge to a solution satisfying the constraints. See `maxcv` for magnitude of violation.\n", " success: False\n", - " status: 2\n", - " fun: -4.0\n", - " x: [ 4.000e+00]\n", - " nfev: 2\n", - " maxcv: 0.0}\n" + " status: 4\n", + " fun: -14.502736622883628\n", + " x: [ 1.450e+01]\n", + " nfev: 10\n", + " maxcv: 6.713867185226263e-05}\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "\n" + "\n", + "C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\interfaces.py:982: UserWarning: Optimal intervention policy does not satisfy constraints.Check if the risk_bounds value is appropriate for given problem.Otherwise, try (i) different initial_guess_interventions, (ii) increasing maxiter/maxfeval,and/or (iii) increase n_samples_ouu to improve accuracy of Monte Carlo risk estimation. \n", + " warnings.warn(\n" ] } ], @@ -2959,7 +2857,7 @@ " start_time=0.0,\n", " n_samples_ouu=int(1e2),\n", " maxiter=1,\n", - " maxfeval=2,\n", + " maxfeval=10,\n", " solver_method=\"euler\",\n", " solver_options={\"step_size\": logging_step_size/2},\n", ")\n", @@ -2977,7 +2875,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -3006,9 +2904,9 @@ " timepoint_unknown\n", " persistent_p_cbeta_param\n", " persistent_p_tr_param\n", + " S_state\n", " I_state\n", " R_state\n", - " S_state\n", " \n", " \n", " \n", @@ -3016,56 +2914,56 @@ " 0\n", " 0\n", " 0\n", - " 1.0\n", - " 0.349256\n", - " 9.081274\n", - " 1.269268\n", - " 0.124207\n", - " 999.606506\n", + " 0.0\n", + " 0.360049\n", + " 15.554433\n", + " 1000.000000\n", + " 1.000000\n", + " 0.000000\n", " \n", " \n", " 1\n", " 1\n", " 0\n", - " 2.0\n", - " 0.349256\n", - " 9.081274\n", - " 1.610792\n", - " 0.281846\n", - " 999.107361\n", + " 1.0\n", + " 0.360049\n", + " 15.554433\n", + " 999.582458\n", + " 1.342983\n", + " 0.074665\n", " \n", " \n", " 2\n", " 2\n", " 0\n", - " 3.0\n", - " 0.349256\n", - " 9.081274\n", - " 2.043811\n", - " 0.481883\n", - " 998.474304\n", + " 2.0\n", + " 0.360049\n", + " 15.554433\n", + " 999.021912\n", + " 1.803289\n", + " 0.174931\n", " \n", " \n", " 3\n", " 3\n", " 0\n", - " 4.0\n", - " 0.349256\n", - " 9.081274\n", - " 2.592591\n", - " 0.735663\n", - " 997.671936\n", + " 3.0\n", + " 0.360049\n", + " 15.554433\n", + " 998.269714\n", + " 2.420799\n", + " 0.309546\n", " \n", " \n", " 4\n", " 4\n", " 0\n", - " 5.0\n", - " 0.349256\n", - " 9.081274\n", - " 3.287688\n", - " 1.057535\n", - " 996.654968\n", + " 4.0\n", + " 0.360049\n", + " 15.554433\n", + " 997.261169\n", + " 3.248749\n", + " 0.490231\n", " \n", " \n", "\n", @@ -3073,18 +2971,18 @@ ], "text/plain": [ " timepoint_id sample_id timepoint_unknown persistent_p_cbeta_param \\\n", - "0 0 0 1.0 0.349256 \n", - "1 1 0 2.0 0.349256 \n", - "2 2 0 3.0 0.349256 \n", - "3 3 0 4.0 0.349256 \n", - "4 4 0 5.0 0.349256 \n", + "0 0 0 0.0 0.360049 \n", + "1 1 0 1.0 0.360049 \n", + "2 2 0 2.0 0.360049 \n", + "3 3 0 3.0 0.360049 \n", + "4 4 0 4.0 0.360049 \n", "\n", - " persistent_p_tr_param I_state R_state S_state \n", - "0 9.081274 1.269268 0.124207 999.606506 \n", - "1 9.081274 1.610792 0.281846 999.107361 \n", - "2 9.081274 2.043811 0.481883 998.474304 \n", - "3 9.081274 2.592591 0.735663 997.671936 \n", - "4 9.081274 3.287688 1.057535 996.654968 " + " persistent_p_tr_param S_state I_state R_state \n", + "0 15.554433 1000.000000 1.000000 0.000000 \n", + "1 15.554433 999.582458 1.342983 0.074665 \n", + "2 15.554433 999.021912 1.803289 0.174931 \n", + "3 15.554433 998.269714 2.420799 0.309546 \n", + "4 15.554433 997.261169 3.248749 0.490231 " ] }, "metadata": {}, @@ -3092,12 +2990,12 @@ }, { "data": { - "image/png": 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", "text/plain": [ "" ] }, - "execution_count": 19, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } diff --git a/docs/source/optimize_interface.ipynb b/docs/source/optimize_interface.ipynb index d1aa642c..876e71c3 100644 --- a/docs/source/optimize_interface.ipynb +++ b/docs/source/optimize_interface.ipynb @@ -244,7 +244,19 @@ " warnings.warn(\"risk_bound is not a List. Forcing it to be a list.\")\n", "C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\interfaces.py:873: UserWarning: qoi is not a List. Forcing it to be a list.\n", " warnings.warn(\"qoi is not a List. Forcing it to be a list.\")\n", - " 26%|██▌ | 31/120 [00:50<02:25, 1.63s/it]" + " 28%|██▊ | 33/120 [00:56<03:05, 2.13s/it]C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\ouu\\ouu.py:106: UserWarning: Selected interventions are out of bounds. Will use a penalty instead of estimating risk.\n", + " warnings.warn(\n", + "C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\ouu\\ouu.py:106: UserWarning: Selected interventions are out of bounds. Will use a penalty instead of estimating risk.\n", + " warnings.warn(\n", + " 31%|███ | 37/120 [01:00<01:55, 1.40s/it]C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\ouu\\ouu.py:106: UserWarning: Selected interventions are out of bounds. Will use a penalty instead of estimating risk.\n", + " warnings.warn(\n", + " 32%|███▎ | 39/120 [01:03<01:47, 1.33s/it]C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\ouu\\ouu.py:106: UserWarning: Selected interventions are out of bounds. Will use a penalty instead of estimating risk.\n", + " warnings.warn(\n", + "C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\ouu\\ouu.py:106: UserWarning: Selected interventions are out of bounds. Will use a penalty instead of estimating risk.\n", + " warnings.warn(\n", + " 36%|███▌ | 43/120 [01:06<01:24, 1.10s/it]C:\\Users\\Anirban\\Documents\\GitHub\\pyciemss\\pyciemss\\ouu\\ouu.py:106: UserWarning: Selected interventions are out of bounds. Will use a penalty instead of estimating risk.\n", + " warnings.warn(\n", + " 47%|████▋ | 56/120 [01:23<01:34, 1.48s/it]" ] }, { @@ -257,8 +269,8 @@ " fun: 0.15601673345676997\n", " x: [ 1.940e-01]\n", " nit: 3\n", - " minimization_failures: 0\n", - " nfev: 31\n", + " minimization_failures: 2\n", + " nfev: 55\n", " lowest_optimization_result: message: Optimization terminated successfully.\n", " success: True\n", " status: 1\n", @@ -333,12 +345,12 @@ "output_type": "stream", "text": [ "Intervention: {1.0: {'p_cbeta': tensor(0.1940)}}\n", - "Risk associated with QoI: [215.05186218261719]\n" + "Risk associated with QoI: [215.55983947753904]\n" ] }, { "data": { - "image/png": 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", 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", "text/plain": [ "" ] diff --git a/pyciemss/integration_utils/intervention_builder.py b/pyciemss/integration_utils/intervention_builder.py index 57272257..f0404c13 100644 --- a/pyciemss/integration_utils/intervention_builder.py +++ b/pyciemss/integration_utils/intervention_builder.py @@ -16,6 +16,7 @@ def param_value_objective( if param_value[count] is None: if not callable(param_value[count]): param_value[count] = lambda y: torch.tensor(y) + # Note that param_value needs to be Callable def intervention_generator( x: torch.Tensor, diff --git a/pyciemss/ouu/ouu.py b/pyciemss/ouu/ouu.py index 8faf6b8c..29669cf8 100644 --- a/pyciemss/ouu/ouu.py +++ b/pyciemss/ouu/ouu.py @@ -114,11 +114,9 @@ def __call__(self, x): samples = self.propagate_uncertainty(x) # Compute quanity of interest sample_qoi = [q(samples) for q in self.qoi] - print(len(sample_qoi)) # Estimate risk risk_estimate = np.full(len(self.qoi), np.nan) for i in range(len(self.qoi)): - print(sample_qoi[i].shape, self.risk_measure[i](sample_qoi[i])) risk_estimate[i] = self.risk_measure[i](sample_qoi[i]) return risk_estimate