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آخرین بروزرسانی
۲ ماه قبل

Machine-Learning

Assignment 1

  • KNN on Banana & Apple Distribution

  • KNN on Weight & Height Dataset

  • KNN on OCR Project using opencv Library

  • Data Analysis on Coronavirus

Assignment 2

  • Iris Dataset EDA using KNeighborsClassifier

    • Comparison on the number of neighbors
    • Scaling on dataset using MinMaxScaler

    iris

    • Chart plot confusion matrix

    2022-02-03_12-09-45

  • Abalone Dataset EDA using KNeighborsClassifier

    • Preprocessing:
      • One Hot Encoder
      • Scaling
      • square

Assignment 3

  • Boston Dataset EDA & Model using linear least squares

    2022-02-05_13-16-10

  • Scipy linear least squares on student scores

Assignment 4

  • Linear Least Square on Abalone Dataset and implementation loss function:

    • MAE Loss
    • MSE Loss
    • Huber Loss
    • Hinge Loss
  • EDA on Digikala Dataset