Welcome!

Welcome to my blog! Here I will post about some of the things I’m working on that I feel are worth sharing to a wider audience, from beginner to advanced topics broadly within ML.

My main page can be found here. If you want to reach out to me, you can email me here.

Posts

• Basic Image Classification with the PCam Dataset [Draft]

  A simple look into classifying histopathological slides using pre-trained image classification networks.

  Mar 31, 2020

• Using NBDev to Package Dynamic U-Net Code [Draft]

  A brief follow-up of the previoius post for installing the dynamic U-Net code for your own use.

  Mar 29, 2020

• Using PyTorch Hooks for the Dynamic U-Net Architecture [Draft]

  A look into how you can use PyTorch hooks, and using it to set up the dynamic U-Net architecture.

  Mar 18, 2020

• An Essentials Guide to PyTorch Dataset and DataLoader Usage

  A brief guide for basic usage of PyTorch's Dataset and DataLoader classes.

  Mar 9, 2020