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: Unofficial patches can cause critical system errors or conflict with Windows Security features like Kernel-mode Code Signing . Recommendations
However, downloading "free" versions from unofficial sites is a high-risk activity that can lead to a total system compromise. ⚠️ The Danger of "Free" Security Tools
: Use StandardScaler or MinMaxScaler from scikit-learn to ensure all features are on the same scale.