Tutorial notebook out of date

[mckenziephagen]

What happened?

Tried to run the tutorial (docs/notebooks/Tutorial.ipynb) using the environment defined in setup.py and hit an issue in cell 7. It seems to be a sklearn version issue (see linked Github issue) - I'm running 1.4.2.

shankarpandala/lazypredict#442

What command did you use?

cv_score = cross_val_score(
    init_pipeline(),
    X=train_x,
    y=train_y,
    cv=outer_cv,
    scoring="roc_auc",
    n_jobs=16,
    error_score='raise'
)

### What version of the software are you running?

Latest

### How are you running this software?

Local installation ("bare-metal")

### Is your data BIDS valid?

Yes

### Are you reusing any previously computed results?

No

### Please copy and paste any relevant log output.

```shell
`TypeError: OneHotEncoder.__init__() got an unexpected keyword argument 'sparse'`

Additional information / screenshots

No response