Imperial College Machine Learning Course
Lecture slides and course materials for the Machine Learning module at Imperial College London, covering statistical foundations, good ML practice, …
Python
Articles associated with this term:
The Spaghetti Code Behind the AI Boom
How much of the AI technology is built on glued together Python code?
Accessible Large Language Models (LLMs) using LangChain
Large language models are getting more accessible every day with reduced resource requirements and easy to use wrapper libraries. Langchain is one of …
How to split a Python requirements file?
Sometimes it is beneficial to have different requirements file in a project depending on the runtime environment. This post shows how to easily …
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 …
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 …
How to hash a dictionary in Python?
You might notice that the in-built Python hash function does not work with dictionaries. That’s for good reason because it can be inconsistent …
Argparse with multiple files to handle configuration in Python
There many methods for handling configuration files within a project and it can be difficult to find a solution that works well. In this post, I talk …
How to discover and run unit tests programmatically in Python?
Sometimes you might want to run unittests from another Python script and gather its results instead of running python3 -m unittest manually. Running …