commented out RFWSAA2

d3group · Oct 9, 2024 · c70a49b · c70a49b
1 parent e1611e0
commit c70a49b
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Showing 26 changed files with 376 additions and 483 deletions.
diff --git a/_proc/00_baseClasses.ipynb b/_proc/00_baseClasses.ipynb
@@ -54,7 +54,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L24){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L22){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### BaseLSx\n",
        "\n",
@@ -70,7 +70,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L24){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L22){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### BaseLSx\n",
        "\n",
@@ -146,7 +146,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L65){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L63){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### BaseWeightsBasedEstimator\n",
        "\n",
@@ -159,7 +159,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L65){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L63){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### BaseWeightsBasedEstimator\n",
        "\n",
@@ -193,7 +193,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L72){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L70){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### BaseWeightsBasedEstimator.getWeights\n",
        "\n",
@@ -226,7 +226,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L72){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L70){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### BaseWeightsBasedEstimator.getWeights\n",
        "\n",
@@ -280,7 +280,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L101){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L99){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### BaseWeightsBasedEstimator.predict\n",
        "\n",
@@ -305,7 +305,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L101){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L99){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### BaseWeightsBasedEstimator.predict\n",
        "\n",
@@ -357,7 +357,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L210){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L208){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### BaseWeightsBasedEstimator_multivariate\n",
        "\n",
@@ -370,7 +370,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L210){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/baseClasses.py#L208){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### BaseWeightsBasedEstimator_multivariate\n",
        "\n",

diff --git a/_proc/01_levelSetKDEx_univariate.ipynb b/_proc/01_levelSetKDEx_univariate.ipynb
@@ -71,7 +71,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L33){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L31){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx\n",
        "\n",
@@ -94,7 +94,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L33){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L31){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx\n",
        "\n",
@@ -139,7 +139,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L73){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L71){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx.fit\n",
        "\n",
@@ -158,7 +158,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L73){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L71){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx.fit\n",
        "\n",
@@ -199,7 +199,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L125){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L123){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx.getWeights\n",
        "\n",
@@ -232,7 +232,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L125){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L123){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx.getWeights\n",
        "\n",
@@ -295,7 +295,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L394){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L392){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### generateBins\n",
        "\n",
@@ -311,7 +311,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L394){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L392){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### generateBins\n",
        "\n",
@@ -496,7 +496,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L435){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L433){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx_RBF\n",
        "\n",
@@ -518,7 +518,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L435){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L433){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx_RBF\n",
        "\n",
@@ -568,7 +568,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L540){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L538){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx_kNN\n",
        "\n",
@@ -598,7 +598,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L540){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L538){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx_kNN\n",
        "\n",
@@ -650,7 +650,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L585){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L583){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx_kNN.fit\n",
        "\n",
@@ -667,7 +667,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L585){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L583){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx_kNN.fit\n",
        "\n",
@@ -706,7 +706,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L640){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L638){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx_kNN.getWeights\n",
        "\n",
@@ -739,7 +739,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L640){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L638){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx_kNN.getWeights\n",
        "\n",
@@ -800,7 +800,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L727){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L725){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx_NN\n",
        "\n",
@@ -829,7 +829,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L727){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L725){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx_NN\n",
        "\n",
@@ -886,7 +886,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L870){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L868){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### getNeighbors\n",
        "\n",
@@ -902,7 +902,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L870){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L868){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### getNeighbors\n",
        "\n",
@@ -946,7 +946,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1084){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1082){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### getNeighborsTest\n",
        "\n",
@@ -965,7 +965,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1084){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1082){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### getNeighborsTest\n",
        "\n",
@@ -1012,7 +1012,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1185){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1183){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### getKernelValues\n",
        "\n",
@@ -1023,7 +1023,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1185){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1183){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### getKernelValues\n",
        "\n",
@@ -1062,7 +1062,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1308){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1306){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx_clustering\n",
        "\n",
@@ -1084,7 +1084,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1308){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1306){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx_clustering\n",
        "\n",
@@ -1126,7 +1126,7 @@
       "text/markdown": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1464){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1462){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx_clustering2\n",
        "\n",
@@ -1148,7 +1148,7 @@
       "text/plain": [
        "---\n",
        "\n",
-       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1464){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+       "[source](https://github.com/kaiguender/dddex/blob/main/dddex/levelSetKDEx_univariate.py#L1462){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
        "\n",
        "### LevelSetKDEx_clustering2\n",
        "\n",