This is my (Isaac Flath) personal blog. I write about things of interest or use to me or those around me. They are usually deep learning related topics. Enjoy!

If you want regular updates when I write new posts follow me on twitter.

Posts

• Introduction to Attribution

  Last Touch, Multi Touch, and Markov Chain Attribution Introduction

  Jul 17, 2021

• Practical Chatbots

  Improving Business Processes Using ML-Based Chatbots

  Jun 23, 2021

• Experiment Tracking

  Minimal Experiment Tracking

  May 15, 2021

• Multi Armed Bandits

  How can a Multi Armed Bandit (probabilistic model) help me choose the "right" action

  Apr 15, 2021

• Python Concurrency

  Python Concurrency for Data Science

  Apr 1, 2021

• NBDev Minimum Library

  Effortless exporting of NB code to py files

  Mar 30, 2021

• Kaggle Setup Guide

  Getting started with Kaggle Kernel Submission

  Mar 25, 2021

• CycleGAN Walk Through

  A walkthrough of key components to a pytorch CycleGAN implementation.

  Mar 20, 2021

• Fastai with a Pytorch Training Loop

  Use fastai with a pytorch training loop

  Mar 15, 2021

• StyleGAN Components

  Showing the key components to StyleGAN and how they work

  Mar 1, 2021

• GAN Basics

  Summarizing the foundational concepts relating to GANs

  Feb 20, 2021

• Plant Pathology Kaggle

  Creating a top 10 leaderboard submission for the Plant Pathology Kaggle Competition

  Feb 15, 2021

• Hierarchical Architecture

  Creating a custom architecture for hierarchical data to improve performance

  Feb 1, 2021

• Custom Architecture Research

  Testing variants of an idea to have multiple bodies in a neural net

  Feb 1, 2021