bayesian-optimization · t-muser · Sep 7, 2024 · Jul 26, 2024 · Jul 26, 2024 · Jul 26, 2024
diff --git a/.buildinfo → 1.5.1/.buildinfo b/.buildinfo → 1.5.1/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 40e0c86794dfdca4f32bafe3da01f25e
+config: 2840fa4b4d63db34564643341139bf37
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/html/.nojekyll → 1.5.1/.nojekyll b/html/.nojekyll → 1.5.1/.nojekyll
diff --git a/docsrc/static/bayesian_optimization.gif → 1.5.1/_images/bayesian_optimization.gif b/docsrc/static/bayesian_optimization.gif → 1.5.1/_images/bayesian_optimization.gif
diff --git a/docsrc/static/bo_example.png → 1.5.1/_images/bo_example.png b/docsrc/static/bo_example.png → 1.5.1/_images/bo_example.png
diff --git a/1.5.1/_images/constraints_23_0.png b/1.5.1/_images/constraints_23_0.png
diff --git a/1.5.1/_images/constraints_28_0.png b/1.5.1/_images/constraints_28_0.png
diff --git a/1.5.1/_images/constraints_34_0.png b/1.5.1/_images/constraints_34_0.png
diff --git a/_images/domain_reduction_15_1.png → 1.5.1/_images/domain_reduction_15_1.png b/_images/domain_reduction_15_1.png → 1.5.1/_images/domain_reduction_15_1.png
diff --git a/_images/domain_reduction_18_1.png → 1.5.1/_images/domain_reduction_18_1.png b/_images/domain_reduction_18_1.png → 1.5.1/_images/domain_reduction_18_1.png
diff --git a/1.5.1/_images/exploitation_vs_exploration_10_0.png b/1.5.1/_images/exploitation_vs_exploration_10_0.png
diff --git a/1.5.1/_images/exploitation_vs_exploration_13_0.png b/1.5.1/_images/exploitation_vs_exploration_13_0.png
diff --git a/1.5.1/_images/exploitation_vs_exploration_15_0.png b/1.5.1/_images/exploitation_vs_exploration_15_0.png
diff --git a/1.5.1/_images/exploitation_vs_exploration_18_0.png b/1.5.1/_images/exploitation_vs_exploration_18_0.png
diff --git a/1.5.1/_images/exploitation_vs_exploration_20_0.png b/1.5.1/_images/exploitation_vs_exploration_20_0.png
diff --git a/1.5.1/_images/exploitation_vs_exploration_3_0.png b/1.5.1/_images/exploitation_vs_exploration_3_0.png
diff --git a/1.5.1/_images/exploitation_vs_exploration_8_0.png b/1.5.1/_images/exploitation_vs_exploration_8_0.png
diff --git a/_images/sdr.png → 1.5.1/_images/sdr.png b/_images/sdr.png → 1.5.1/_images/sdr.png
diff --git a/1.5.1/_images/visualization_12_0.png b/1.5.1/_images/visualization_12_0.png
diff --git a/1.5.1/_images/visualization_14_1.png b/1.5.1/_images/visualization_14_1.png
diff --git a/1.5.1/_images/visualization_16_1.png b/1.5.1/_images/visualization_16_1.png
diff --git a/1.5.1/_images/visualization_18_1.png b/1.5.1/_images/visualization_18_1.png
diff --git a/1.5.1/_images/visualization_20_1.png b/1.5.1/_images/visualization_20_1.png
diff --git a/1.5.1/_images/visualization_22_1.png b/1.5.1/_images/visualization_22_1.png
diff --git a/1.5.1/_images/visualization_24_1.png b/1.5.1/_images/visualization_24_1.png
diff --git a/1.5.1/_images/visualization_26_1.png b/1.5.1/_images/visualization_26_1.png
diff --git a/1.5.1/_images/visualization_3_0.png b/1.5.1/_images/visualization_3_0.png
diff --git a/html/_sources/advanced-tour.ipynb.txt → 1.5.1/_sources/advanced-tour.ipynb.txt b/html/_sources/advanced-tour.ipynb.txt → 1.5.1/_sources/advanced-tour.ipynb.txt
diff --git a/html/_sources/basic-tour.ipynb.txt → 1.5.1/_sources/basic-tour.ipynb.txt b/html/_sources/basic-tour.ipynb.txt → 1.5.1/_sources/basic-tour.ipynb.txt
@@ -108,9 +108,9 @@
       "-------------------------------------------------\n",
       "| \u001b[0m1        \u001b[0m | \u001b[0m-7.135   \u001b[0m | \u001b[0m2.834    \u001b[0m | \u001b[0m1.322    \u001b[0m |\n",
       "| \u001b[0m2        \u001b[0m | \u001b[0m-7.78    \u001b[0m | \u001b[0m2.0      \u001b[0m | \u001b[0m-1.186   \u001b[0m |\n",
-      "| \u001b[95m3        \u001b[0m | \u001b[95m-6.967   \u001b[0m | \u001b[95m2.582    \u001b[0m | \u001b[95m-0.1396  \u001b[0m |\n",
-      "| \u001b[0m4        \u001b[0m | \u001b[0m-12.24   \u001b[0m | \u001b[0m2.015    \u001b[0m | \u001b[0m-2.029   \u001b[0m |\n",
-      "| \u001b[0m5        \u001b[0m | \u001b[0m-18.0    \u001b[0m | \u001b[0m3.302    \u001b[0m | \u001b[0m-1.846   \u001b[0m |\n",
+      "| \u001b[95m3        \u001b[0m | \u001b[95m-7.11    \u001b[0m | \u001b[95m2.218    \u001b[0m | \u001b[95m-0.7867  \u001b[0m |\n",
+      "| \u001b[0m4        \u001b[0m | \u001b[0m-12.4    \u001b[0m | \u001b[0m3.66     \u001b[0m | \u001b[0m0.9608   \u001b[0m |\n",
+      "| \u001b[95m5        \u001b[0m | \u001b[95m-6.999   \u001b[0m | \u001b[95m2.23     \u001b[0m | \u001b[95m-0.7392  \u001b[0m |\n",
       "=================================================\n"
      ]
     }
@@ -138,7 +138,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "{'target': -6.966506881014352, 'params': {'x': 2.5822074982517598, 'y': -0.13961016009280103}}\n"
+      "{'target': -6.999472814518675, 'params': {'x': 2.2303920156083024, 'y': -0.7392021938893159}}\n"
      ]
     }
    ],
@@ -163,15 +163,15 @@
      "output_type": "stream",
      "text": [
       "Iteration 0: \n",
-      "\t{'target': -7.135455292718879, 'params': {'x': 2.8340440094051482, 'y': 1.3219469606529486}}\n",
+      "\t{'target': -7.135455292718879, 'params': {'x': 2.8340440094051482, 'y': 1.3219469606529488}}\n",
       "Iteration 1: \n",
       "\t{'target': -7.779531005607566, 'params': {'x': 2.0002287496346898, 'y': -1.1860045642089614}}\n",
       "Iteration 2: \n",
-      "\t{'target': -6.966506881014352, 'params': {'x': 2.5822074982517598, 'y': -0.13961016009280103}}\n",
+      "\t{'target': -7.109925819441113, 'params': {'x': 2.2175526295255183, 'y': -0.7867249801593896}}\n",
       "Iteration 3: \n",
-      "\t{'target': -12.235835023240657, 'params': {'x': 2.0154397119682423, 'y': -2.0288343947238228}}\n",
+      "\t{'target': -12.397162416009818, 'params': {'x': 3.660003815774634, 'y': 0.9608275029525108}}\n",
       "Iteration 4: \n",
-      "\t{'target': -17.99963711795217, 'params': {'x': 3.301617813728339, 'y': -1.8458666395359906}}\n"
+      "\t{'target': -6.999472814518675, 'params': {'x': 2.2303920156083024, 'y': -0.7392021938893159}}\n"
      ]
     }
    ],
@@ -209,11 +209,11 @@
      "text": [
       "|   iter    |  target   |     x     |     y     |\n",
       "-------------------------------------------------\n",
-      "| \u001b[95m6        \u001b[0m | \u001b[95m-1.378   \u001b[0m | \u001b[95m1.229    \u001b[0m | \u001b[95m0.06916  \u001b[0m |\n",
-      "| \u001b[95m7        \u001b[0m | \u001b[95m-0.9471  \u001b[0m | \u001b[95m-0.9434  \u001b[0m | \u001b[95m-0.02816 \u001b[0m |\n",
-      "| \u001b[0m8        \u001b[0m | \u001b[0m-3.651   \u001b[0m | \u001b[0m-1.168   \u001b[0m | \u001b[0m2.813    \u001b[0m |\n",
-      "| \u001b[0m9        \u001b[0m | \u001b[0m-17.13   \u001b[0m | \u001b[0m-2.0     \u001b[0m | \u001b[0m-2.758   \u001b[0m |\n",
-      "| \u001b[95m10       \u001b[0m | \u001b[95m0.8427   \u001b[0m | \u001b[95m-0.193   \u001b[0m | \u001b[95m0.6535   \u001b[0m |\n",
+      "| \u001b[95m6        \u001b[0m | \u001b[95m-2.942   \u001b[0m | \u001b[95m1.98     \u001b[0m | \u001b[95m0.8567   \u001b[0m |\n",
+      "| \u001b[95m7        \u001b[0m | \u001b[95m-0.4597  \u001b[0m | \u001b[95m1.096    \u001b[0m | \u001b[95m1.508    \u001b[0m |\n",
+      "| \u001b[95m8        \u001b[0m | \u001b[95m0.5304   \u001b[0m | \u001b[95m-0.6807  \u001b[0m | \u001b[95m1.079    \u001b[0m |\n",
+      "| \u001b[0m9        \u001b[0m | \u001b[0m-5.33    \u001b[0m | \u001b[0m-1.526   \u001b[0m | \u001b[0m3.0      \u001b[0m |\n",
+      "| \u001b[0m10       \u001b[0m | \u001b[0m-5.419   \u001b[0m | \u001b[0m-2.0     \u001b[0m | \u001b[0m-0.5552  \u001b[0m |\n",
       "=================================================\n"
      ]
     }
@@ -295,7 +295,7 @@
      "text": [
       "|   iter    |  target   |     x     |     y     |\n",
       "-------------------------------------------------\n",
-      "| \u001b[0m11       \u001b[0m | \u001b[0m0.66     \u001b[0m | \u001b[0m0.5      \u001b[0m | \u001b[0m0.7      \u001b[0m |\n",
+      "| \u001b[95m11       \u001b[0m | \u001b[95m0.66     \u001b[0m | \u001b[95m0.5      \u001b[0m | \u001b[95m0.7      \u001b[0m |\n",
       "| \u001b[0m12       \u001b[0m | \u001b[0m0.1      \u001b[0m | \u001b[0m-0.3     \u001b[0m | \u001b[0m0.1      \u001b[0m |\n",
       "=================================================\n"
      ]
@@ -362,9 +362,9 @@
       "-------------------------------------------------\n",
       "| \u001b[0m13       \u001b[0m | \u001b[0m-12.48   \u001b[0m | \u001b[0m-1.266   \u001b[0m | \u001b[0m-2.446   \u001b[0m |\n",
       "| \u001b[0m14       \u001b[0m | \u001b[0m-3.854   \u001b[0m | \u001b[0m-1.069   \u001b[0m | \u001b[0m-0.9266  \u001b[0m |\n",
-      "| \u001b[95m15       \u001b[0m | \u001b[95m0.967    \u001b[0m | \u001b[95m0.04749  \u001b[0m | \u001b[95m1.175    \u001b[0m |\n",
-      "| \u001b[95m16       \u001b[0m | \u001b[95m0.9912   \u001b[0m | \u001b[95m0.07374  \u001b[0m | \u001b[95m0.9421   \u001b[0m |\n",
-      "| \u001b[0m17       \u001b[0m | \u001b[0m-3.565   \u001b[0m | \u001b[0m0.7821   \u001b[0m | \u001b[0m2.988    \u001b[0m |\n",
+      "| \u001b[0m15       \u001b[0m | \u001b[0m-3.594   \u001b[0m | \u001b[0m0.7709   \u001b[0m | \u001b[0m3.0      \u001b[0m |\n",
+      "| \u001b[95m16       \u001b[0m | \u001b[95m0.8238   \u001b[0m | \u001b[95m0.03434  \u001b[0m | \u001b[95m1.418    \u001b[0m |\n",
+      "| \u001b[95m17       \u001b[0m | \u001b[95m0.9721   \u001b[0m | \u001b[95m-0.1051  \u001b[0m | \u001b[95m0.87     \u001b[0m |\n",
       "=================================================\n"
      ]
     }
@@ -454,22 +454,16 @@
      "text": [
       "|   iter    |  target   |     x     |     y     |\n",
       "-------------------------------------------------\n",
-      "| \u001b[0m1        \u001b[0m | \u001b[0m-0.6164  \u001b[0m | \u001b[0m-1.271   \u001b[0m | \u001b[0m1.045    \u001b[0m |\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "| \u001b[95m2        \u001b[0m | \u001b[95m0.9988   \u001b[0m | \u001b[95m0.005532 \u001b[0m | \u001b[95m1.034    \u001b[0m |\n",
-      "| \u001b[0m3        \u001b[0m | \u001b[0m0.9757   \u001b[0m | \u001b[0m0.1501   \u001b[0m | \u001b[0m1.043    \u001b[0m |\n",
-      "| \u001b[0m4        \u001b[0m | \u001b[0m0.9819   \u001b[0m | \u001b[0m-0.07993 \u001b[0m | \u001b[0m0.8917   \u001b[0m |\n",
-      "| \u001b[0m5        \u001b[0m | \u001b[0m-3.35    \u001b[0m | \u001b[0m1.976    \u001b[0m | \u001b[0m0.3338   \u001b[0m |\n",
-      "| \u001b[0m6        \u001b[0m | \u001b[0m0.9778   \u001b[0m | \u001b[0m-0.1166  \u001b[0m | \u001b[0m1.093    \u001b[0m |\n",
-      "| \u001b[0m7        \u001b[0m | \u001b[0m0.6605   \u001b[0m | \u001b[0m-0.02272 \u001b[0m | \u001b[0m0.4178   \u001b[0m |\n",
-      "| \u001b[0m8        \u001b[0m | \u001b[0m-0.5044  \u001b[0m | \u001b[0m-0.7146  \u001b[0m | \u001b[0m1.997    \u001b[0m |\n",
-      "| \u001b[95m9        \u001b[0m | \u001b[95m0.9997   \u001b[0m | \u001b[95m0.0084   \u001b[0m | \u001b[95m1.016    \u001b[0m |\n",
-      "| \u001b[0m10       \u001b[0m | \u001b[0m-11.83   \u001b[0m | \u001b[0m1.995    \u001b[0m | \u001b[0m-1.974   \u001b[0m |\n",
+      "| \u001b[0m1        \u001b[0m | \u001b[0m-3.548   \u001b[0m | \u001b[0m-2.0     \u001b[0m | \u001b[0m1.74     \u001b[0m |\n",
+      "| \u001b[0m2        \u001b[0m | \u001b[0m-3.041   \u001b[0m | \u001b[0m1.914    \u001b[0m | \u001b[0m0.3844   \u001b[0m |\n",
+      "| \u001b[0m3        \u001b[0m | \u001b[0m-12.0    \u001b[0m | \u001b[0m2.0      \u001b[0m | \u001b[0m-2.0     \u001b[0m |\n",
+      "| \u001b[0m4        \u001b[0m | \u001b[0m-3.969   \u001b[0m | \u001b[0m2.0      \u001b[0m | \u001b[0m1.984    \u001b[0m |\n",
+      "| \u001b[0m5        \u001b[0m | \u001b[0m-0.7794  \u001b[0m | \u001b[0m-1.238   \u001b[0m | \u001b[0m0.5022   \u001b[0m |\n",
+      "| \u001b[0m6        \u001b[0m | \u001b[0m0.529    \u001b[0m | \u001b[0m0.685    \u001b[0m | \u001b[0m0.9576   \u001b[0m |\n",
+      "| \u001b[0m7        \u001b[0m | \u001b[0m0.2987   \u001b[0m | \u001b[0m0.1242   \u001b[0m | \u001b[0m0.1718   \u001b[0m |\n",
+      "| \u001b[0m8        \u001b[0m | \u001b[0m0.9544   \u001b[0m | \u001b[0m0.2123   \u001b[0m | \u001b[0m0.9766   \u001b[0m |\n",
+      "| \u001b[0m9        \u001b[0m | \u001b[0m0.7157   \u001b[0m | \u001b[0m-0.437   \u001b[0m | \u001b[0m1.305    \u001b[0m |\n",
+      "| \u001b[95m10       \u001b[0m | \u001b[95m0.983    \u001b[0m | \u001b[95m-0.06785 \u001b[0m | \u001b[95m1.111    \u001b[0m |\n",
       "=================================================\n"
      ]
     }
@@ -507,7 +501,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.0"
+   "version": "3.10.6"
   }
  },
  "nbformat": 4,