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Update sparse to sparse_output #97

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Update sparse to sparse_output #97

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Update sparse to sparse_output 
Update `sparse` to `sparse_output` when using OneHotEncoder in 02_end_to_end_machine_learning_project.ipynb

per warning :  

```
FutureWarning: `sparse` was renamed to `sparse_output` in version 1.2 and will be removed in 1.4. `sparse_output` is ignored unless you leave `sparse` to its default value.
```

.... not sure what we want to do once 1.4 is released.
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@oxbits
oxbits authored Sep 11, 2023
commit 7caa53d4823d77fdbe40690c333ad930f387d84c
4 changes: 2 additions & 2 deletions 02_end_to_end_machine_learning_project.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -2551,7 +2551,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"Alternatively, you can set `sparse=False` when creating the `OneHotEncoder`:"
"Alternatively, you can set `sparse_output=False` when creating the `OneHotEncoder`:"
]
},
{
Expand All @@ -2577,7 +2577,7 @@
}
],
"source": [
"cat_encoder = OneHotEncoder(sparse=False)\n",
"cat_encoder = OneHotEncoder(sparse_output=False)\n",
"housing_cat_1hot = cat_encoder.fit_transform(housing_cat)\n",
"housing_cat_1hot"
]
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