Implement polynomial curve fitting in python and with TensorFlow (optionally).
- sample the function curve of y=sin(x) with Gaussian noise
-
fit degree 3 and 9 curves in 10 samples
-
fit degree 9 curves in 15 and 100 samples
-
fit degree 9 curve in 10 samples but with regularization term
- Programming lanuage: python3
- Optional package: tensorflow web
- Plot the results in matplotlib Introduction in Chinese Tutorial