Posts

• Full Stack Deep Learning notes on troubleshooting and debugging

  full-stack deep learning notes

  Mar 13, 2021

• Full Stack Deep Learning notes on machine learning infrastructure and tools

  full-stack deep learning notes

  Mar 13, 2021

• Full Stack Deep Learning notes on machine learning projects

  Mar 6, 2021

• Writing a fastai callback

  Maybe the real implementation was the implementation details learned along the way...

  Mar 4, 2021

• Power, Ethics and AI for GLAMs

  Nov 5, 2020

• Image labeling vs classification models

  Comparing the loss functions of label and classification models

  Oct 12, 2020

• Virtual memory

  code snippets for things I regularly forget how to do

  Aug 29, 2020

• Hyperparameter Optimization for Transfer Learning

  optimising Hyperparameters using optuna and fastai2

  Jul 1, 2020

• Multi-model metadata generation

  experiment in combining text and tabular models to generate web archive metadata

  May 3, 2020