This is an overview of python, numpy, scipy, matplotlib functions that are useful for scientific work. It tries to keep examples as compact as possible. Chose one of the following layouts: website ...

This notebook illustrates the nature of the Stochastic Gradient Descent (SGD) and walks through all the necessary steps to create SGD from scratch in Python. Gradient Descent is an essential part of ...