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Posts

• Announcing Walk with fastai, the missing pieces for success

  Details about my newest course, available at https://thezachmueller.gumroad.com/l/walkwithfastai

  Oct 22, 2022

• Decorators

  An introduction to decorators including when they can be useful and how they're written

  Jul 6, 2022

• Inference in PyTorch, what do the wrappers mean? What's best?

  A tour through PyTorch's various context managers, torch script, and comparing performance

  May 14, 2022

• Neuro-Diversity in Tech, The Slippery Slope to Burnout

  My lifetime journey with ADHD

  May 6, 2022

• Hacking the Enum

  A tale of how to work around some of the limitations of the `Enum` class and expanding it to behave in ways that seem user-intuitive as an API

  Mar 25, 2022

• Docker for Data Science, Efficient Image Instancing without System Issues

  Covering how and why you should setup Docker for your local environment when developing Machine Learning models and products

  Dec 5, 2021

• HuggingFace Course Notes, Chapter 1 (And Zero), Part 1

  This notebook covers all of Chapter 0, and Chapter 1 up to "How do Transformers Work?"

  Jun 14, 2021

• Pytorch to fastai, Bridging the Gap

  Understanding how to bring Pytorch code into the fastai space with minimal headache

  Feb 14, 2021

• Generating Comparitive Baselines for CAMVID with fastai's Dynamic Unet

  Exploring how baselines are being made and where fastai can fit in

  Sep 19, 2020

• Zero to Hero with `fastai` - Intermediate

  A general overview of the major differences between the old `fastai` and the new

  Aug 21, 2020

• Zero to Hero with `fastai` - Beginner

  An introduction to the world of Deep Learning, what the `fastai` library is, and the problems it attempts to solve

  Aug 21, 2020

• Looking at fastai's test_dl

  Examining and adapting `test_dl` to understand both how it works and how to leverage it in any situation

  Aug 10, 2020

• A walk with fastinference - Part 1

  A guided walkthrough of the `fastinference` module

  Jun 8, 2020

• Speeding up fastai Tabular with NumPy

  Speeding up fastai tabular training by 40%

  Apr 22, 2020

• Coral Species Identification with fastai, a Paper Comparison

  Part 1 of implementing and attempting to improve the ideas from a paper

  Mar 23, 2020