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Hutsons-hacks

Hutsons-hacks

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

Category: Python Blogs

Blogs relating to Python

Hyperparameter tuning a Transformer with Optuna

PythonGary Hutson08/08/20220

Learn how to use Optuna with the transformers large language model library

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Build a PyTorch regression MLP from scratch

PythonGary Hutson05/08/20220

Shows how to build a MLP regression network from scratch with PyTorch.

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PythonGary Hutson13/06/20220

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…
PythonGary Hutson23/05/20220

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…
PythonGary Hutson19/05/20220

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…
PythonGary Hutson17/05/20220

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…
PythonGary Hutson03/05/20220

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…
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…

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Most recent musings!
  • Hyperparameter tuning a Transformer with Optuna 08/08/2022
  • Build a PyTorch regression MLP from scratch 05/08/2022
  • I know dictionaries, but what is a DefaultDict? 13/06/2022
  • Narly NamedTuples in Python 23/05/2022
  • Automating and downloading Google Chrome images with Selenium 19/05/2022
Recent Comments
  • NHSDataDictionaRy Package Has Arrived On CRAN - AI Summary on NHSDataDictionaRy package has arrived on CRAN
  • 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
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