Python Blogs – Hutsons-hacks

Building a PyTorch binary classification multi-layer perceptron from the ground up

PythonGary Hutson10/07/20230

This assumes you know how to programme in Python and know a little about n-dimensional arrays and how to work with them in numpy (don’t worry if you don’t I got you covered). PyTorch is a pythonic way of building Deep Learning neural networks from scratch. This is something I have been learning over the…

Graph Data Modeling with Python

PythonGary Hutson30/06/20230

I am so excited to announce that I have a new book (in collaboration with Packt) that has just been launched, written with my co-author, the wonderful Matt Jackson. This books takes you from a nascent understanding of graph data science methods to a more confident user, all in under 250 pages. Matt and I…

PythonGary Hutson13/04/20220

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…

PythonGary Hutson13/04/20220

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…

PythonGary Hutson17/01/20220

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…

PythonGary Hutson05/01/20221

A package of Machine Learning datasets has arrived for R – MLDataR

I am proud to announce my seventh package for you lovely R folks. This time it is a collection of datasets…

PythonGary Hutson23/09/20210

Roll up, roll up the NHS-R Community Conference 2021 is coming to town

The conference will be held virtually and will kick-off : Monday 8th of November – Wednesday 10th November Featuring: Main Conference…

General musings!Gary Hutson17/09/20210

Common mistakes we Data Scientists make

DISCLAIMER I am a data scientist and have made all these mistakes, but I have had the privilege of sitting on…

PythonGary Hutson14/09/20210

Parallelisation of Model Evaluation and Hyperparameter Tuning in Sci Kit Learn

[Github_Repo_Button user=’StatsGary’ repo=’OptimisingSciKitLearn’ size=’large’ show_count=’true’ type=’fork’] [Github_Repo_Button user=’StatsGary’ repo=’OptimisingSciKitLearn’ size=’large’ show_count=’true’ type=’star’] [Github_Repo_Button user=’StatsGary’ repo=’OptimisingSciKitLearn’ size=’large’ show_count=’true’ type=’watch’] [Github_Repo_Button user=’StatsGary’ repo=’OptimisingSciKitLearn’…

PythonGary Hutson14/09/20210

Parallelisation of Sci Kit Learning Python Models

Learn how to speed up your models in Scikit Learn with parallel processing.