No matter which programming language we use, we all write “if-else” statements, but how about “for-else” ? For many languages, such as C, C++ and Java, it’s totally wrong if you use an “else” after a… (more…)

Automatic differentiation is the foundation upon which deep learning frameworks lie. Deep learning models are typically trained using gradient based techniques, and autodiff makes it easy to get gradients, even from enormous, complex models. ‘Reverse-mode... (more…)

In this video I show how to use the curvefit function in the scipy.optimize library. I also look at practical examples from physics.Tutorial Playlist:https:/... (more…)

We've been experimenting with breaking up employees into random groups (of size 4) and setting up video hangouts between them. We're doing this to replace the serendipitous meetings that sometimes occur around coffee machines, in lunch lines or while wait... (more…)

Mypyc compiles Python modules to C extensions. It uses standard Python type hints to generate fast code. (more…)