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diff --git a/‎master/.doctrees/nbsphinx/tutorials/clean_learning/tabular.ipynb
+65-65 b/‎master/.doctrees/nbsphinx/tutorials/clean_learning/tabular.ipynb
+65-65
@@ -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: 64d18a00a788337ac093c6c01acf0226
+config: 2d69f7b8fa2af32e9a6768bb6a6d994c
 tags: 645f666f9bcd5a90fca523b33c5a78b7
@@ -113,10 +113,10 @@
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-     "iopub.status.idle": "2025-01-11T04:10:28.393538Z",
-     "shell.execute_reply": "2025-01-11T04:10:28.392925Z"
+     "iopub.execute_input": "2025-02-03T21:18:45.670516Z",
+     "iopub.status.busy": "2025-02-03T21:18:45.670339Z",
+     "iopub.status.idle": "2025-02-03T21:18:47.006024Z",
+     "shell.execute_reply": "2025-02-03T21:18:47.005449Z"
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@@ -126,7 +126,7 @@
     "dependencies = [\"cleanlab\"]\n",
     "\n",
     "if \"google.colab\" in str(get_ipython()):  # Check if it's running in Google Colab\n",
-    "    %pip install git+https://github.com/cleanlab/cleanlab.git@bed10f5bdf538358e760ad98a0965f9b447b45ad\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@1339ac4e051d3be8555f9ed4aafa500f1cd99b98\n",
     "    cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n",
     "    %pip install $cmd\n",
     "else:\n",
@@ -151,10 +151,10 @@
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-     "shell.execute_reply": "2025-01-11T04:10:28.413072Z"
+     "iopub.execute_input": "2025-02-03T21:18:47.008363Z",
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+     "shell.execute_reply": "2025-02-03T21:18:47.026137Z"
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@@ -195,10 +195,10 @@
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-     "iopub.status.idle": "2025-01-11T04:10:28.573334Z",
-     "shell.execute_reply": "2025-01-11T04:10:28.572812Z"
+     "iopub.execute_input": "2025-02-03T21:18:47.028653Z",
+     "iopub.status.busy": "2025-02-03T21:18:47.028209Z",
+     "iopub.status.idle": "2025-02-03T21:18:47.162393Z",
+     "shell.execute_reply": "2025-02-03T21:18:47.161801Z"
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    "outputs": [
@@ -305,10 +305,10 @@
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-     "iopub.status.busy": "2025-01-11T04:10:28.602825Z",
-     "iopub.status.idle": "2025-01-11T04:10:28.608067Z",
-     "shell.execute_reply": "2025-01-11T04:10:28.607610Z"
+     "iopub.execute_input": "2025-02-03T21:18:47.194465Z",
+     "iopub.status.busy": "2025-02-03T21:18:47.194042Z",
+     "iopub.status.idle": "2025-02-03T21:18:47.200209Z",
+     "shell.execute_reply": "2025-02-03T21:18:47.199718Z"
     }
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    "outputs": [],
@@ -329,10 +329,10 @@
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-     "iopub.status.busy": "2025-01-11T04:10:28.609500Z",
-     "iopub.status.idle": "2025-01-11T04:10:28.617780Z",
-     "shell.execute_reply": "2025-01-11T04:10:28.617332Z"
+     "iopub.execute_input": "2025-02-03T21:18:47.202188Z",
+     "iopub.status.busy": "2025-02-03T21:18:47.201756Z",
+     "iopub.status.idle": "2025-02-03T21:18:47.210024Z",
+     "shell.execute_reply": "2025-02-03T21:18:47.209581Z"
     }
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    "outputs": [],
@@ -384,10 +384,10 @@
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-     "iopub.status.busy": "2025-01-11T04:10:28.619326Z",
-     "iopub.status.idle": "2025-01-11T04:10:28.621993Z",
-     "shell.execute_reply": "2025-01-11T04:10:28.621528Z"
+     "iopub.execute_input": "2025-02-03T21:18:47.211722Z",
+     "iopub.status.busy": "2025-02-03T21:18:47.211546Z",
+     "iopub.status.idle": "2025-02-03T21:18:47.214266Z",
+     "shell.execute_reply": "2025-02-03T21:18:47.213695Z"
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@@ -409,10 +409,10 @@
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-     "iopub.status.busy": "2025-01-11T04:10:28.623345Z",
-     "iopub.status.idle": "2025-01-11T04:10:29.143222Z",
-     "shell.execute_reply": "2025-01-11T04:10:29.142605Z"
+     "iopub.execute_input": "2025-02-03T21:18:47.216026Z",
+     "iopub.status.busy": "2025-02-03T21:18:47.215683Z",
+     "iopub.status.idle": "2025-02-03T21:18:47.737426Z",
+     "shell.execute_reply": "2025-02-03T21:18:47.736861Z"
     }
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2025-01-11T04:10:30.993629Z",
-     "shell.execute_reply": "2025-01-11T04:10:30.993027Z"
+     "iopub.execute_input": "2025-02-03T21:18:47.739485Z",
+     "iopub.status.busy": "2025-02-03T21:18:47.739190Z",
+     "iopub.status.idle": "2025-02-03T21:18:49.671134Z",
+     "shell.execute_reply": "2025-02-03T21:18:49.670415Z"
     }
    },
    "outputs": [
@@ -481,10 +481,10 @@
    "execution_count": 9,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2025-01-11T04:10:30.996073Z",
-     "iopub.status.busy": "2025-01-11T04:10:30.995285Z",
-     "iopub.status.idle": "2025-01-11T04:10:31.005841Z",
-     "shell.execute_reply": "2025-01-11T04:10:31.005268Z"
+     "iopub.execute_input": "2025-02-03T21:18:49.673678Z",
+     "iopub.status.busy": "2025-02-03T21:18:49.672867Z",
+     "iopub.status.idle": "2025-02-03T21:18:49.683217Z",
+     "shell.execute_reply": "2025-02-03T21:18:49.682725Z"
     }
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    "outputs": [
@@ -605,10 +605,10 @@
    "execution_count": 10,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2025-01-11T04:10:31.007809Z",
-     "iopub.status.busy": "2025-01-11T04:10:31.007459Z",
-     "iopub.status.idle": "2025-01-11T04:10:31.011758Z",
-     "shell.execute_reply": "2025-01-11T04:10:31.011215Z"
+     "iopub.execute_input": "2025-02-03T21:18:49.685359Z",
+     "iopub.status.busy": "2025-02-03T21:18:49.684961Z",
+     "iopub.status.idle": "2025-02-03T21:18:49.689001Z",
+     "shell.execute_reply": "2025-02-03T21:18:49.688536Z"
     }
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    "outputs": [],
@@ -633,10 +633,10 @@
    "execution_count": 11,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2025-01-11T04:10:31.013522Z",
-     "iopub.status.busy": "2025-01-11T04:10:31.013133Z",
-     "iopub.status.idle": "2025-01-11T04:10:31.020733Z",
-     "shell.execute_reply": "2025-01-11T04:10:31.020194Z"
+     "iopub.execute_input": "2025-02-03T21:18:49.690761Z",
+     "iopub.status.busy": "2025-02-03T21:18:49.690437Z",
+     "iopub.status.idle": "2025-02-03T21:18:49.697578Z",
+     "shell.execute_reply": "2025-02-03T21:18:49.697139Z"
     }
    },
    "outputs": [],
@@ -658,10 +658,10 @@
    "execution_count": 12,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2025-01-11T04:10:31.022552Z",
-     "iopub.status.busy": "2025-01-11T04:10:31.022216Z",
-     "iopub.status.idle": "2025-01-11T04:10:31.134799Z",
-     "shell.execute_reply": "2025-01-11T04:10:31.134299Z"
+     "iopub.execute_input": "2025-02-03T21:18:49.699277Z",
+     "iopub.status.busy": "2025-02-03T21:18:49.698941Z",
+     "iopub.status.idle": "2025-02-03T21:18:49.810997Z",
+     "shell.execute_reply": "2025-02-03T21:18:49.810518Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2025-01-11T04:10:31.136547Z",
-     "iopub.status.busy": "2025-01-11T04:10:31.136358Z",
-     "iopub.status.idle": "2025-01-11T04:10:31.139255Z",
-     "shell.execute_reply": "2025-01-11T04:10:31.138789Z"
+     "iopub.execute_input": "2025-02-03T21:18:49.812698Z",
+     "iopub.status.busy": "2025-02-03T21:18:49.812514Z",
+     "iopub.status.idle": "2025-02-03T21:18:49.815455Z",
+     "shell.execute_reply": "2025-02-03T21:18:49.815000Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2025-01-11T04:10:31.140972Z",
-     "iopub.status.busy": "2025-01-11T04:10:31.140660Z",
-     "iopub.status.idle": "2025-01-11T04:10:33.268361Z",
-     "shell.execute_reply": "2025-01-11T04:10:33.267577Z"
+     "iopub.execute_input": "2025-02-03T21:18:49.817043Z",
+     "iopub.status.busy": "2025-02-03T21:18:49.816870Z",
+     "iopub.status.idle": "2025-02-03T21:18:51.985325Z",
+     "shell.execute_reply": "2025-02-03T21:18:51.984665Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2025-01-11T04:10:33.271252Z",
-     "iopub.status.busy": "2025-01-11T04:10:33.270445Z",
-     "iopub.status.idle": "2025-01-11T04:10:33.281903Z",
-     "shell.execute_reply": "2025-01-11T04:10:33.281341Z"
+     "iopub.execute_input": "2025-02-03T21:18:51.987835Z",
+     "iopub.status.busy": "2025-02-03T21:18:51.987213Z",
+     "iopub.status.idle": "2025-02-03T21:18:51.999295Z",
+     "shell.execute_reply": "2025-02-03T21:18:51.998788Z"
     }
    },
    "outputs": [
@@ -786,10 +786,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2025-01-11T04:10:33.283729Z",
-     "iopub.status.busy": "2025-01-11T04:10:33.283325Z",
-     "iopub.status.idle": "2025-01-11T04:10:33.409736Z",
-     "shell.execute_reply": "2025-01-11T04:10:33.409127Z"
+     "iopub.execute_input": "2025-02-03T21:18:52.001194Z",
+     "iopub.status.busy": "2025-02-03T21:18:52.000830Z",
+     "iopub.status.idle": "2025-02-03T21:18:52.053009Z",
+     "shell.execute_reply": "2025-02-03T21:18:52.052503Z"
     },
     "nbsphinx": "hidden"
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