MiniBatchRegressor

A regressor that can operate on mini-batches.

Methods

learn_many

Update the model with a mini-batch of features X and real-valued targets y.

Parameters

• X — 'pd.DataFrame'
• y — 'pd.Series'

Returns

MiniBatchRegressor: self

learn_one

Fits to a set of features x and a real-valued target y.

Parameters

• x — 'dict'
• y — 'base.typing.RegTarget'

Returns

Regressor: self

predict_many

Predict the outcome for each given sample.

Parameters

• X — 'pd.DataFrame'

Returns

pd.Series: The predicted outcomes.

predict_one

Predict the output of features x.

Parameters

• x — 'dict'

Returns

base.typing.RegTarget: The prediction.