Recitation 0b | Fundamentals of Numpy - Installing and Initializing arrays (1/8)
Carnegie Mellon University
11785 Introduction to Deep Learning | Spring 22
Notebook link: https://drive.google.com/file/d/110pc...
Reference Material : Numpy User Guide https://numpy.org/doc/stable/user/ind...
Numpy Installation - 0:33
Importing Numpy - 1:08
• Randomization Seed - 1:32
Initialization - 2:00
• Empty Array - 2:11
• Zeros Array - 2:26
• Ones Array - 2:41
• Full Array - 2:56
• Zeros Like Array - 3:14
• Ones Like Array - 3:42
• Full Like Array - 4:08
Arrays from Existing Data
• Arrays from an existing list - 4:26
• Loading data from a txt file - 4:53
• Loading data from a npy file - 5:08
Arrays from Numerical Ranges - 5:26
• Using arange() - 5:30
• Using linspace() - 6:07
Creating Arrays with Random Values - 6:45
• Array from Uniform Distribution - 6:50
• Arrays from Random Integers -7.17
• Arrays from Gaussian Distribution -7.51
Notebook Credits - F21 IDL-11785 TAs