ml_scaler 0.1.0

ml_scaler: ^0.1.0 copied to clipboard

example/main.dart

import 'package:ml_scaler/ml_scaler.dart';

void main() {
  final data = [
    [1.0, 2.0],
    [2.0, 4.0],
    [3.0, 6.0],
  ];

  // --- MinMaxScaler ---
  final minMax = MinMaxScaler();
  minMax.fit(data);
  final scaled = minMax.transform(data);
  final restored = minMax.inverseTransform(scaled);

  print('🔢 MinMaxScaler:');
  print('Scaled: $scaled');
  print('Restored: $restored');

  // --- StandardScaler ---
  final stdScaler = StandardScaler();
  stdScaler.fit(data);
  final standardized = stdScaler.transform(data);
  final unstandardized = stdScaler.inverseTransform(standardized);

  print('\n🧮 StandardScaler:');
  print('Standardized: $standardized');
  print('Restored: $unstandardized');
}