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Assignment 2 - Numpy Array Operations

Linear Algebra routines in Numpy

Numpy is the fundamental package for scientific and numerical computing in Python. Its knowledge is useful for understanding other libraries in Python, for example, Pandas and matplotlib, which bulid upon Numpy. The five numpy functions which I will explain in this notebook are:

  • inner(a,b)
  • kron(a,b)
  • linalg.cholesky(a)
  • linalg.det(a)
  • linalg.solve(a,b)
!pip install jovian --upgrade -q
import jovian
jovian.commit(project='numpy-array-operations')
[jovian] Attempting to save notebook.. [jovian] Updating notebook "adithyan-ramesh/numpy-array-operations" on https://jovian.ai/ [jovian] Uploading notebook.. [jovian] Capturing environment.. [jovian] Committed successfully! https://jovian.ai/adithyan-ramesh/numpy-array-operations

Let's begin by importing Numpy and listing out the functions covered in this notebook.