test code

Author: Jawad Chowdhury

BGlib/misc/jc1_bg_gui_basic.ipynb

@@ -1226,7 +1226,7 @@
     "        except RuntimeError:\n",
     "            return np.inf, -np.inf, params\n",
     "    #\n",
-    "    for _ in range(5):\n",
+    "    for _ in range(10):\n",
     "        p0_rand = init_guess_coef_vec * (1 + 0.3 * np.random.randn(len(init_guess_coef_vec)))\n",
     "        err, r2, guess = objective(p0_rand)\n",
     "        if np.isfinite(err):        \n",
@@ -1240,7 +1240,7 @@
     "    kernel = Matern(length_scale=1.0, nu=2.5)\n",
     "    gp = GaussianProcessRegressor(kernel=kernel, alpha=1e-6, normalize_y=True)\n",
     "    #\n",
-    "    for trial_no in range(10):\n",
+    "    for trial_no in range(50):\n",
     "        if best_r2 >= 0.95:\n",
     "            break\n",
     "        X_arr = np.array(X)\n",