5 tips for training neural networks
Across many projects I’ve worked with, I’ve noticed some simple and effective steps for training neural networks to reduce frustration. I …
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Why do some UK laptops come with a US ANSI keyboard layout?
There seems to be a trend amongst manufacturers to ship ANSI keyboards as standard UK keyboards on new laptops which is very frustrating because what …
Recipe for writing a PhD thesis
Writing a large report or a thesis is very daunting task. In this post, I talk about how to write a PhD thesis and what each chapter should include.
How to setup VS Code to compile LaTeX using Docker containers?
Compiling LaTeX is very cumbersome and requires a lot of modules to install. While online apps have eased the stress of working with LaTeX, sometimes …
Remote Working for Imperial Computing Students
With remote working becoming more important, in these short tutorials I will be covering how to effeciently work remotely for Imperial College …
How to generate plots using unit tests in Python?
This elegant Python library called unitreport allows you to use matplotlib inside unit tests to generate self-contained HTML reports. It creates a …
The Neuro-Symbolic Conundrum
There is increasing interest in neuro-symbolic methods that combine recent advances in deep learning with symbolic methods of Artifical Intelligence. …
How to handle logging in Python?
Let your application tell you what is going on at critical steps with effective usage of logging. In this post, I talk over a simple setup for using …
Where does Pylint look for configuration files?
Pylint is a popular linting tool for the Python programming language, and often it needs to be configured. Pylint looks at several different locations …
The reality of accessible deep learning
Thanks to recent libraries such as TensorFlow and PyTorch, deep learning has become so accessible that it now can be in anyone’s toolbox. But at …