SciPy is a free and open-source Python library (built on top of Numpy) used for scientific computing and technical computing. SciPy contains modules for optimization, linear algebra, integration, ...

In this video, we will implement linear regression in python from scratch. We will not use any build in models, but we will understand the code behind the linear regression in python.

In the sequel, we discuss the Python implementation of Maximum Likelihood Estimation with an example. Regression on Normally Distributed Data. Here, we perform simple linear regression on synthetic ...

Matthias Dorfer, Rainer Kelz, Gerhard Widmer, "Deep Linear Discriminant Analysis", ICLR, 2016. It uses the Keras library with the Theano backend, and does not work on the Tensorflow backend. Because ...