Hyperparameter tuning a Transformer with Optuna
Learn how to use Optuna with the transformers large language model library
Build a PyTorch regression MLP from scratch
Shows how to build a MLP regression network from scratch with PyTorch.
I know dictionaries, but what is a DefaultDict?
The supporting repository and code file is: https://github.com/StatsGary/PyHacks-Tutorials/blob/main/28_defaultdict.py. This is aimed as a short article to explain why you would want…
Narly NamedTuples in Python
NamedTuples are an excellent way to make your Python code more useful and readable. In short a NamedTuple is an alternative to…
Automating and downloading Google Chrome images with Selenium
I love Nottingham Forest and have been trying to find a way to include them in one of my tutorials, as…
Working with multiple arguments in a Python function using args and kwargs
When I first started programming in Python this used to trip me up all the time. Hopefully through my pain I…
Building a PyTorch binary classification multi-layer perceptron from the ground up
This assumes you know how to programme in Python and know a little about n-dimensional arrays and how to work with…
Fundamental building blocks in Python – Sets, Lists, Dictionaries and Tuples
I have been working hard to compile a whole set of videos that help you to understand the core data structures…
Build a Transformers Game – using classes and object orientation concepts
Learn how object orientated programming works in Python. The video attached shows how to build a simple Transformers battle game and…
Python Virtual Environments and package dependencies with a requirements.txt
This tutorial has been borne out of the ability to port my development environments around. Most times I have to create…