This repository contains all the material needed by students registered for the Numpy tutorial of SciPy 2022 on Monday, July 11th 2022. For a smooth experience, you will need to make sure that you ...

Python tutorials in markdown format. These tutorials look at installation on Python and Python IDEs, object orientated programming, the object orientated design pattern known as the Python data model, ...

With Python and NumPy getting lots of exposure lately ... 0.26 = 0.7229 The softmax function is perhaps best explained by example: divisor = exp(0.6911) + exp(0.7229) = 1.9960 + 2.0604 = 4.0563 output ...

That's more than 10 times faster than the previous NumPy version, and over 20 times compared to the Python implementation. How does this happen? Let's demystify the concept of the "invisible line." ...

For example, ReLU (rectified liner unit ... I wrote the demo using the 3.6.5 version of Python and the 1.14.3 version of NumPy but any relatively recent versions will work fine. It's possible to ...