For Auto-completion, you can use this line in any place in your notebook;
%config Completer.use_jedi = False
Using this line will help you to be able to use tab for auto-completion.
If I Want to print out the documentation – for example, if I want to print out the docs of SVC so I can add the hyperparameters variables.
from sklearn.svm import SVC
then,
SVC?
output
Init signature:
SVC(
*,
C=1.0,
kernel='rbf',
degree=3,
gamma='scale',
coef0=0.0,
shrinking=True,
probability=False,
tol=0.001,
cache_size=200,
class_weight=None,
verbose=False,
max_iter=-1,
decision_function_shape='ovr',
break_ties=False,
random_state=None,
)
Docstring:
C-Support Vector Classification.
The implementation is based on libsvm. The fit time scales at least
quadratically with the number of samples and maybe impractical
beyond tens of thousands of samples. For large datasets
consider using :class:`sklearn.SVM.LinearSVC` or
:class:`sklearn.linear_model.SGDClassifier` instead, possibly after a
:class:`sklearn.kernel_approximation.Nystroem` transformer.
The multiclass support is handled according to a one-vs-one scheme.
For details on the precise mathematical formulation of the provided
kernel functions and how `gamma`, `coef0` and `degree` affect each
other, see the corresponding section in the narrative documentation:
:ref:`svm_kernels`.
...
For Shallowing you can use Shift + Tab for showing the docs of any class, or function inside ()
Hope this help
