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[pre-commit.ci] auto fixes from pre-commit.com hooks

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pre-commit-ci[bot] 2024-10-22 18:59:33 +00:00
parent 52345d9013
commit 4204bf6d28
1 changed files with 4 additions and 1 deletions
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5
machine_learning/ridge_regression.py
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@ -1,6 +1,7 @@
import numpy as np import numpy as np
import pandas as pd import pandas as pd
class RidgeRegression: class RidgeRegression:
def __init__( def __init__(
self, alpha: float = 0.001, lambda_: float = 0.1, iterations: int = 1000 self, alpha: float = 0.001, lambda_: float = 0.1, iterations: int = 1000
@ -14,7 +15,9 @@ class RidgeRegression:
self.alpha = alpha self.alpha = alpha
self.lambda_ = lambda_ self.lambda_ = lambda_
self.iterations = iterations self.iterations = iterations
self.theta: np.ndarray | None = None # Initialize as None, later will be ndarray self.theta: np.ndarray | None = (
None # Initialize as None, later will be ndarray
)
def feature_scaling( def feature_scaling(
self, features: np.ndarray self, features: np.ndarray