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.
Using ControlNet models to remodel my living room
This post will use an old image of my house before I bought it, and remodelled the living room, to see…
Few Shot Learning with SetFit
HuggingFace have been working on a model that can be used for small datasets. The aim is to leverage the pretrained…
Stable Diffusion model for generating images of Fjords
My family had the experience of going to the Norwegian Fjords in May 2022 and I took some great pictures on…
Stable Diffusion application with Streamlit
This combines my love of Deep Learning and Transformer frameworks, with the ability to generate images from textual prompts. First of…
Building a TidyModels classification model from scratch and deploying with Vetiver
The awesome TidyModels team have been working hard to populate the tidymodels package and make it even easier to get your…
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…