nusco/gradient_multiple_variables.py

Created April 17, 2020 13:47

Star (0) You must be signed in to star a gist
Fork (0) You must be signed in to fork a gist

Learn more about clone URLs
Clone this repository at <script src="https://gist.github.com/nusco/ddf34e5721cded8ceb4d6c541869f75a.js"></script>
Save nusco/ddf34e5721cded8ceb4d6c541869f75a to your computer and use it in GitHub Desktop.

Download ZIP

From "Programming Machine Learning": gradient calculation with multiple input variables

Raw

gradient_multiple_variables.py

	# The gradient with multile input variables
	def gradient(X, Y, w):
	return 2 * np.matmul(X.T, (predict(X, w) - Y)) / X.shape[0]

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment