Hey! For scaling variables to unit interval python, MinMaxScaler from sklearn is super handy and reliable. It’s my go-to because it’s fast and handles edge cases like when all values are the same (it’ll just set them to 0 or 1).
If you’re working with large datasets, sklearn is optimized for performance, so it’s usually faster than manual methods. Just make sure to fit the scaler on your training data and transform both training and test sets to avoid data leakage.
Also, check out the official sklearn docs—they have great examples for scaling variables to unit interval python. Hope this helps!
If you’re working with large datasets, sklearn is optimized for performance, so it’s usually faster than manual methods. Just make sure to fit the scaler on your training data and transform both training and test sets to avoid data leakage.
Also, check out the official sklearn docs—they have great examples for scaling variables to unit interval python. Hope this helps!