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Various enhancements #175

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merged 7 commits into from
Sep 7, 2024
Merged

Various enhancements #175

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0828ee6
Enhancements
MaxHalford Sep 7, 2024
81b7a13
Add get_feature_names_out
MaxHalford Sep 7, 2024
4cfacf5
Update test_mca.py
MaxHalford Sep 7, 2024
2018ef9
Support new categories in MCA
MaxHalford Sep 7, 2024
bbe1a29
run docs
MaxHalford Sep 7, 2024
5ce829f
wip
MaxHalford Sep 7, 2024
c2bb0ac
Update .gitignore
MaxHalford Sep 7, 2024
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1 change: 1 addition & 0 deletions .gitignore
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Expand Up @@ -11,3 +11,4 @@ docs/content/*.md
dist
public
.vscode
.tmp
2 changes: 1 addition & 1 deletion docs/config.toml
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Expand Up @@ -8,7 +8,7 @@ theme = 'hugo-bearblog'
# Basic metadata configuration for your blog.
title = "Prince"
author = "Max Halford"
copyright = "Copyright © 2023, Max Halford."
copyright = "Copyright © 2024, Max Halford."
languageCode = "en-US"

# Generate a nice robots.txt for SEO
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202 changes: 101 additions & 101 deletions docs/content/ca.ipynb
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154 changes: 77 additions & 77 deletions docs/content/famd.ipynb
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Expand Up @@ -45,10 +45,10 @@
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}
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"outputs": [
Expand Down Expand Up @@ -191,10 +191,10 @@
"execution_count": 2,
"metadata": {
"execution": {
"iopub.execute_input": "2023-10-11T22:32:57.806398Z",
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}
},
"outputs": [],
Expand Down Expand Up @@ -224,10 +224,10 @@
"execution_count": 3,
"metadata": {
"execution": {
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}
},
"outputs": [
Expand Down Expand Up @@ -309,10 +309,10 @@
"execution_count": 4,
"metadata": {
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}
},
"outputs": [
Expand Down Expand Up @@ -400,10 +400,10 @@
"execution_count": 5,
"metadata": {
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Expand Down Expand Up @@ -505,24 +505,24 @@
"execution_count": 6,
"metadata": {
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"iopub.execute_input": "2023-10-11T22:32:58.450830Z",
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"outputs": [
{
"data": {
"text/html": [
"\n",
"<div id=\"altair-viz-6b2b187cc5d34305a6332405c9d18a46\"></div>\n",
"<div id=\"altair-viz-82ac6a59e60d41618b981d4f73116686\"></div>\n",
"<script type=\"text/javascript\">\n",
" var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
" (function(spec, embedOpt){\n",
" let outputDiv = document.currentScript.previousElementSibling;\n",
" if (outputDiv.id !== \"altair-viz-6b2b187cc5d34305a6332405c9d18a46\") {\n",
" outputDiv = document.getElementById(\"altair-viz-6b2b187cc5d34305a6332405c9d18a46\");\n",
" if (outputDiv.id !== \"altair-viz-82ac6a59e60d41618b981d4f73116686\") {\n",
" outputDiv = document.getElementById(\"altair-viz-82ac6a59e60d41618b981d4f73116686\");\n",
" }\n",
" const paths = {\n",
" \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
Expand Down Expand Up @@ -601,10 +601,10 @@
"execution_count": 7,
"metadata": {
"execution": {
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"shell.execute_reply": "2024-09-07T18:17:58.140977Z"
}
},
"outputs": [
Expand All @@ -613,12 +613,12 @@
"text/html": [
"<style type=\"text/css\">\n",
"</style>\n",
"<table id=\"T_6c0f5\">\n",
"<table id=\"T_7d914\">\n",
" <thead>\n",
" <tr>\n",
" <th class=\"index_name level0\" >component</th>\n",
" <th id=\"T_6c0f5_level0_col0\" class=\"col_heading level0 col0\" >0</th>\n",
" <th id=\"T_6c0f5_level0_col1\" class=\"col_heading level0 col1\" >1</th>\n",
" <th id=\"T_7d914_level0_col0\" class=\"col_heading level0 col0\" >0</th>\n",
" <th id=\"T_7d914_level0_col1\" class=\"col_heading level0 col1\" >1</th>\n",
" </tr>\n",
" <tr>\n",
" <th class=\"index_name level0\" >name</th>\n",
Expand All @@ -628,35 +628,35 @@
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th id=\"T_6c0f5_level0_row0\" class=\"row_heading level0 row0\" >Agamemnon</th>\n",
" <td id=\"T_6c0f5_row0_col0\" class=\"data row0 col0\" >0.536%</td>\n",
" <td id=\"T_6c0f5_row0_col1\" class=\"data row0 col1\" >0.255%</td>\n",
" <th id=\"T_7d914_level0_row0\" class=\"row_heading level0 row0\" >Agamemnon</th>\n",
" <td id=\"T_7d914_row0_col0\" class=\"data row0 col0\" >0.536%</td>\n",
" <td id=\"T_7d914_row0_col1\" class=\"data row0 col1\" >0.255%</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_6c0f5_level0_row1\" class=\"row_heading level0 row1\" >High West-ified Imperial Coffee Stout</th>\n",
" <td id=\"T_6c0f5_row1_col0\" class=\"data row1 col0\" >0.536%</td>\n",
" <td id=\"T_6c0f5_row1_col1\" class=\"data row1 col1\" >0.202%</td>\n",
" <th id=\"T_7d914_level0_row1\" class=\"row_heading level0 row1\" >High West-ified Imperial Coffee Stout</th>\n",
" <td id=\"T_7d914_row1_col0\" class=\"data row1 col0\" >0.536%</td>\n",
" <td id=\"T_7d914_row1_col1\" class=\"data row1 col1\" >0.202%</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_6c0f5_level0_row2\" class=\"row_heading level0 row2\" >Ten FIDY</th>\n",
" <td id=\"T_6c0f5_row2_col0\" class=\"data row2 col0\" >0.536%</td>\n",
" <td id=\"T_6c0f5_row2_col1\" class=\"data row2 col1\" >0.202%</td>\n",
" <th id=\"T_7d914_level0_row2\" class=\"row_heading level0 row2\" >Ten FIDY</th>\n",
" <td id=\"T_7d914_row2_col0\" class=\"data row2 col0\" >0.536%</td>\n",
" <td id=\"T_7d914_row2_col1\" class=\"data row2 col1\" >0.202%</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_6c0f5_level0_row3\" class=\"row_heading level0 row3\" >Midnight Flight</th>\n",
" <td id=\"T_6c0f5_row3_col0\" class=\"data row3 col0\" >0.536%</td>\n",
" <td id=\"T_6c0f5_row3_col1\" class=\"data row3 col1\" >0.202%</td>\n",
" <th id=\"T_7d914_level0_row3\" class=\"row_heading level0 row3\" >Midnight Flight</th>\n",
" <td id=\"T_7d914_row3_col0\" class=\"data row3 col0\" >0.536%</td>\n",
" <td id=\"T_7d914_row3_col1\" class=\"data row3 col1\" >0.202%</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_6c0f5_level0_row4\" class=\"row_heading level0 row4\" >FSB</th>\n",
" <td id=\"T_6c0f5_row4_col0\" class=\"data row4 col0\" >0.536%</td>\n",
" <td id=\"T_6c0f5_row4_col1\" class=\"data row4 col1\" >0.202%</td>\n",
" <th id=\"T_7d914_level0_row4\" class=\"row_heading level0 row4\" >FSB</th>\n",
" <td id=\"T_7d914_row4_col0\" class=\"data row4 col0\" >0.536%</td>\n",
" <td id=\"T_7d914_row4_col1\" class=\"data row4 col1\" >0.202%</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x15241ae30>"
"<pandas.io.formats.style.Styler at 0x1683a8150>"
]
},
"execution_count": 7,
Expand All @@ -678,10 +678,10 @@
"execution_count": 8,
"metadata": {
"execution": {
"iopub.execute_input": "2023-10-11T22:32:58.766726Z",
"iopub.status.busy": "2023-10-11T22:32:58.766546Z",
"iopub.status.idle": "2023-10-11T22:32:58.778437Z",
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"shell.execute_reply": "2024-09-07T18:17:58.153813Z"
}
},
"outputs": [
Expand All @@ -690,12 +690,12 @@
"text/html": [
"<style type=\"text/css\">\n",
"</style>\n",
"<table id=\"T_2d272\">\n",
"<table id=\"T_a3e41\">\n",
" <thead>\n",
" <tr>\n",
" <th class=\"index_name level0\" >component</th>\n",
" <th id=\"T_2d272_level0_col0\" class=\"col_heading level0 col0\" >0</th>\n",
" <th id=\"T_2d272_level0_col1\" class=\"col_heading level0 col1\" >1</th>\n",
" <th id=\"T_a3e41_level0_col0\" class=\"col_heading level0 col0\" >0</th>\n",
" <th id=\"T_a3e41_level0_col1\" class=\"col_heading level0 col1\" >1</th>\n",
" </tr>\n",
" <tr>\n",
" <th class=\"index_name level0\" >variable</th>\n",
Expand All @@ -705,40 +705,40 @@
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th id=\"T_2d272_level0_row0\" class=\"row_heading level0 row0\" >alcohol_by_volume</th>\n",
" <td id=\"T_2d272_row0_col0\" class=\"data row0 col0\" >23%</td>\n",
" <td id=\"T_2d272_row0_col1\" class=\"data row0 col1\" >1%</td>\n",
" <th id=\"T_a3e41_level0_row0\" class=\"row_heading level0 row0\" >alcohol_by_volume</th>\n",
" <td id=\"T_a3e41_row0_col0\" class=\"data row0 col0\" >23%</td>\n",
" <td id=\"T_a3e41_row0_col1\" class=\"data row0 col1\" >1%</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_2d272_level0_row1\" class=\"row_heading level0 row1\" >international_bitterness_units</th>\n",
" <td id=\"T_2d272_row1_col0\" class=\"data row1 col0\" >18%</td>\n",
" <td id=\"T_2d272_row1_col1\" class=\"data row1 col1\" >13%</td>\n",
" <th id=\"T_a3e41_level0_row1\" class=\"row_heading level0 row1\" >international_bitterness_units</th>\n",
" <td id=\"T_a3e41_row1_col0\" class=\"data row1 col0\" >18%</td>\n",
" <td id=\"T_a3e41_row1_col1\" class=\"data row1 col1\" >13%</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_2d272_level0_row2\" class=\"row_heading level0 row2\" >standard_reference_method</th>\n",
" <td id=\"T_2d272_row2_col0\" class=\"data row2 col0\" >10%</td>\n",
" <td id=\"T_2d272_row2_col1\" class=\"data row2 col1\" >23%</td>\n",
" <th id=\"T_a3e41_level0_row2\" class=\"row_heading level0 row2\" >standard_reference_method</th>\n",
" <td id=\"T_a3e41_row2_col0\" class=\"data row2 col0\" >10%</td>\n",
" <td id=\"T_a3e41_row2_col1\" class=\"data row2 col1\" >23%</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_2d272_level0_row3\" class=\"row_heading level0 row3\" >final_gravity</th>\n",
" <td id=\"T_2d272_row3_col0\" class=\"data row3 col0\" >22%</td>\n",
" <td id=\"T_2d272_row3_col1\" class=\"data row3 col1\" >2%</td>\n",
" <th id=\"T_a3e41_level0_row3\" class=\"row_heading level0 row3\" >final_gravity</th>\n",
" <td id=\"T_a3e41_row3_col0\" class=\"data row3 col0\" >22%</td>\n",
" <td id=\"T_a3e41_row3_col1\" class=\"data row3 col1\" >2%</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_2d272_level0_row4\" class=\"row_heading level0 row4\" >is_organic</th>\n",
" <td id=\"T_2d272_row4_col0\" class=\"data row4 col0\" >0%</td>\n",
" <td id=\"T_2d272_row4_col1\" class=\"data row4 col1\" >0%</td>\n",
" <th id=\"T_a3e41_level0_row4\" class=\"row_heading level0 row4\" >is_organic</th>\n",
" <td id=\"T_a3e41_row4_col0\" class=\"data row4 col0\" >0%</td>\n",
" <td id=\"T_a3e41_row4_col1\" class=\"data row4 col1\" >0%</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_2d272_level0_row5\" class=\"row_heading level0 row5\" >style</th>\n",
" <td id=\"T_2d272_row5_col0\" class=\"data row5 col0\" >27%</td>\n",
" <td id=\"T_2d272_row5_col1\" class=\"data row5 col1\" >60%</td>\n",
" <th id=\"T_a3e41_level0_row5\" class=\"row_heading level0 row5\" >style</th>\n",
" <td id=\"T_a3e41_row5_col0\" class=\"data row5 col0\" >27%</td>\n",
" <td id=\"T_a3e41_row5_col1\" class=\"data row5 col1\" >60%</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x15241a650>"
"<pandas.io.formats.style.Styler at 0x168189110>"
]
},
"execution_count": 8,
Expand Down Expand Up @@ -767,7 +767,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.8"
"version": "3.11.4"
},
"vscode": {
"interpreter": {
Expand Down
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