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Homework 01

Goal

Implement polynomial curve fitting in python and with TensorFlow (optionally).

  1. sample the function curve of y=sin(x) with Gaussian noise

Fig 1.

  1. fit degree 3 and 9 curves in 10 samples Fig 2.

  2. fit degree 9 curves in 15 and 100 samples
    Fig 3. Fig 4.

  3. fit degree 9 curve in 10 samples but with regularization term Fig 5.

Requirements