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Hutsons-hacks

Hutsons-hacks

HACKS, TIPS AND TRICKS IN R, Python and beyond…

Category: Python Blogs

Blogs relating to Python

Working with multiple arguments in a Python function using args and kwargs

PythonGary Hutson17/05/20220

When I first started programming in Python this used to trip me up all the time. Hopefully through my pain I have managed to find a way to convey just how simple this concept is. Working with args These functions allow you to extend your function massively, as when you design functions, you don’t want…

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

PythonGary Hutson03/05/20220

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…

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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…
Parallel scikit learn
PythonGary Hutson14/09/20210

Parallelisation of Model Evaluation and Hyperparameter Tuning in Sci Kit Learn

Hello, it is me again for another post on how to make sci-kit perform at the top of its game. Amping…
Parallel scikit learn
PythonGary Hutson14/09/20210

Parallelisation of Sci Kit Learning Python Models

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

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Most recent musings!
  • Working with multiple arguments in a Python function using args and kwargs 17/05/2022
  • Building a PyTorch binary classification multi-layer perceptron from the ground up 03/05/2022
  • Fundamental building blocks in Python – Sets, Lists, Dictionaries and Tuples 13/04/2022
  • Build a Transformers Game – using classes and object orientation concepts 13/04/2022
  • CRAN package development is addictive 24/03/2022
Recent Comments
  • Python Virtual Environments and package dependencies with a requirements.txt – Hutsons-hacks on Creating Virtual Environments for Python Projects in VS Code
  • Python Virtual Environments and package dependencies with a requirements.txt – Hutsons-hacks on Creating and replicating an Anaconda Environment from a YAML file
  • A Package Of Machine Learning Datasets Has Arrived For R – MLDataR - AI Summary on A package of Machine Learning datasets has arrived for R – MLDataR
  • TidyModels hands on for the NHS-R community – building a supervised ML classification model from scratch – Hutsons-hacks on Deploying trained CARET Machine Learning Model with Docker and Plumber
  • venkat on OddsPlotty has landed on CRAN
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